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PLOS One logoLink to PLOS One
. 2022 Dec 1;17(12):e0278718. doi: 10.1371/journal.pone.0278718

Perceptual visual dependence for spatial orientation in patients with schizophrenia

Rima Abdul Razzak 1,*, Haitham Jahrami 2,3, Mariwan Husni 3,4, Maryam Ebrahim Ali 2, Jeff Bagust 5
Editor: Manabu Sakakibara6
PMCID: PMC9714874  PMID: 36455045

Abstract

Background

Patients with schizophrenia are reported to have vestibular dysfunction and to weigh vestibular input to a lesser extent compared to healthy controls. Such deficits may increase visual dependence (VD) for spatial orientation at a perceptual level in these patients. The aim of this study is to compare VD levels between healthy control and patients with schizophrenia and to explore associations between VD and clinical measures in these patients. Relation of VD to antipsychotic drug treatment is also discussed.

Method

18 patients with schizophrenia and 19 healthy controls participated in this study. The Rod and Disc Test (RDT) was used to create an optokinetic surround around a centrally located rod. Participants aligned the rod to their subjective visual vertical (SVV) in both static and dynamic disc conditions. VD was calculated as the difference in SVV between these two conditions.

Results

There was no group difference or gender difference in static or dynamic SVV as well as VD. There was no correlation between VD and any of the Positive and Negative Syndrome Scale (PANSS) scores, however VD was significantly correlated to illness duration in the patient group.

Conclusions

Schizophrenia is not associated with greater VD levels at a perceptual level, compared to controls, indicating adequate visuo-vestibular integration for judging line verticality in these patients. Patients with greater chronicity of the disease are more visually dependent than those less chronically ill, consistent with previous reports of possible vestibular dysfunction in patients with schizophrenia. This may affect their daily functioning in dynamic visual environments.

Introduction

Visual dependence (VD) is a term used to describe the extent to which an individual relies on visual cues for spatial orientation [1,2]. Individuals with VD have difficulty in resolving situations wherein visual information is complex or inaccurate. Recent studies have reported that VD is considered a form of sensory reweighting deficit, and that people with VD are unable to flexibly reduce the weighting of inaccurate visual input while increasing the weighting of input from the proprioceptive or vestibular systems to compensate for this deficit. The increased visual dependence is often associated with a greater risk for falls as individuals become unable to reduce their reliance on visual feedback, even when vision is unreliable [3,4]. Visual dependence at a perceptual level can be measured by the rod and disc test (RDT) [57]. It is one of the most frequently employed designs used to measure the effect of visual motion on gravitational verticality judgments, or the subjective visual vertical (SVV). SVV is an indicator of spatial orientation without any vertical reference and requires multisensory integration of vestibular, visual and proprioceptive inputs [8,9]. Its coherence is crucial for appropriate postural control.

In the RDT, participants initially align a rod to what they perceive to be gravitational vertical against a stationary disc background with no cues to verticality (Static subjective visual vertical, or static SVV). They then repeat the task against a background of optokinetic disc roll motion; this has been termed dynamic subjective visual vertical (SVV) [6]. The effect of the roll motion is to bias estimates of verticality in the direction of motion and induce ocular torsion [10]. The difference in tilt between the static SVV and dynamic SVV conditions is referred to as visual dependency (VD), i.e., the change in tilt associated with a moving visual background compared with a static baseline. It has been reported that with increased VD, rotation of a visual surround can induce vection, or the sense of self-rotation in stationary observers [1113].

Vestibular information is the primary sensory input counteracting disorienting visual or somatosensory stimuli affecting verticality perception [6]. Patients with schizophrenia (SCZ) have been reported to suffer from impairments in vestibular function [14,15] and multisensory integration impairments [16]. Additionally, vestibular sense, an internally generated reference for gravitational vertical [17], might be less weighed in patients with schizophrenia, due to the generalized reduced weighting of self-generated interoceptive signals to guide perception in these patients [18].

Given the aforementioned evidence of vestibular deficits in schizophrenia as well as the importance of vestibular information in multisensory integration for spatial orientation, we hypothesize that increased visual dependence would be present in individuals with schizophrenia, manifested as increased dynamic SVV error on the rod and disc test. This deficit may manifest as impaired functioning and spatial disorientation in dynamic visual surroundings with increased visual motion and optic flow, such as crowded or busy environments, as walking in supermarket aisles, movements of crowds or traffic, moving images at the cinema, trees swaying, or while driving fast on a highway.

This study aims to investigate the effect of a rotating background visual scene (disc) in producing a distortion of the apparent verticality of a static rod in patients with schizophrenia. Another aim is to explore whether there may be any associations between VD and severity of clinical symptoms in these patients. This may provide further insight into multisensory integration for spatial orientation in these patients.

Materials and methods

Participants

Nineteen healthy control subjects (5 females, 26.3%) with no history of mental illness, neurological, or ophthalmic disorders were recruited among the staff from the same psychiatry hospital. These healthy individuals were taken into a control group. No control subject was receiving any regular medications.

Eighteen psychopathologically stable patients (5 females, 27.8%) who met the Diagnostic and Statistical Manual of Mental Disorders 5th Edition (DSM-5) criteria for schizophrenia were recruited from the national centre for diagnosis and treatment of severe mental illnesses in Bahrain. All diagnoses were made by a multi-disciplinary team led by a psychiatry consultant in Bahrain.

At the time of the study, all SCZ were medicated with only one patient on typical antipsychotics. For the other patients, (83.3% on atypical antipsychotic drugs, 22.2% on combination antipsychotic drugs, 27.8% on typical antidepressants, and 16.7% taking both). None of the patients were on atypical or combination ant-depressant drugs, or on lithium and propranolol tranquillizers. Clinical symptoms were assessed with the Positive and Negative Syndrome Scale (PANSS) by well-trained psychiatrists. All SCZ patients had both negative and positive symptoms, and experienced auditory hallucinations.

Exclusion criteria include important comorbid psychiatric disorder, neurological or medical disorders, severe visual loss, history of severe head trauma, alcohol/substance dependence or abuse, electro-convulsive therapy in recently initiated treatment for SCZ. All participants had normal or corrected-to-normal visual acuity when tested with Snellen charts, and subjects wore their normal corrective spectacles if necessary, during testing.

This study was approved by the Secondary Health Care Research Committee (SHCRC) at the Ministry of Health (MOH) and form the Research and Ethics Committee at the College of Medicine and Medical Sciences at the Arabian Gulf University in Bahrain (Reference: E23-PI-01/20).

After the aim and impact of the study were explained to the healthy controls and to the patients and their relatives, informed verbal consent was taken. An impartial witness, who was not a member of the study team and worked at the center where the patients were treated, endorsed that the consent from patients and their relatives was voluntary and freely given. Only those who volunteered were included in the study. Table 1 displays demographic characteristics for participants and clinical characteristics for the patient group.

Table 1. Demographic characteristics for all participants, with clinical characteristics for patients with schizophrenia.

  Control (n = 19)  SCZ (n = 18)   
Age (Years)  32.8 ± 9.7 (20.0–53.0)  35.6 ± 15.0 (18.0–67.0)  t = 0.67, P = 0.51
College Education level
Primary
Secondary
BSc
Postgraduate 

2
5
8
2

0
10
5

Chi-Square = 6.59
P = 0.09
Age at diagnosis of disease (Years)  21.2 ± 4.3 (15.0–28.0)
Duration of illness (Years)  14.4 ± 11.8 (0.1–39.0) 
Inpatient Stay Duration (Months) 3.8 ± 2.4 (1.0–8.0) 
Scores on Psychiatry Tests
PANSS–N
PANSS–P
PANSS—GP 

24.3 ± 7.2 (9.0–32.0)
20.2 ± 6.7 (11.0–31.0)
29.1 ± 8.1 (19.0–41.0)

PANNS: The Positive and Negative Syndrome Scale. “N” for negative symptoms, “P” for positive symptoms, “GP” for general psychopathology subscale.

The computerized rod and disc test (CRDT)

Measurement of SVV

We utilized a computerized version of the rod and disc test (CRDT) to assess verticality judgement. A virtual line marked by five white dots was used instead of a continuous line to reduce clues to verticality, which might be provided by the stepped appearance of a displayed solid line [19]. The test was performed while sitting in a comfortable position with no head restraint; however, participants were instructed to keep their trunks and heads fixed. Subjects observed the screen while sitting upright on an armless chair while their knees were extended and their feet were dorsiflexed so that only the heels were in contact with the floor in order to diminish possible proprioceptive cues from the plantar surface of the feet. The screen was placed at eye level at a distance of 80 cm, providing a full-field stimulus [7,20]. A round black paper ring was stuck on the laptop screen to conceal its edges and reduce clues to verticality, while exposing the rod and disc presentation in the center of the screen (Fig 1). The test was performed in a dark room minimizing further any vertical cues within the room.

Fig 1. Presentations of “rod and disc” during testing.

Fig 1

Some presentations were with no surrounding disc. With the disc presentations, the disc was either static, or rotating clockwise or counter clockwise at +30°/s or 30°/s respectively. The order of presentations was randomly assigned by the computer.

Participants rotated the dots around their virtual center in 0.5° increments in either clockwise (CW) or counter clockwise (CCW) directions using the mouse buttons until the “rod” was considered vertical. The space bar of the computer keyboard was then pressed to record the rod alignment relative to vertical and move the program to the next presentation. As shown in Fig 2, recording of rod alignment tilt was conducted with 12 presentations in total for the 3-disc contexts with four presentations for each one: the disc static (0°, Disc0°/s) for measurement of static SVV; the disc rotating to the right at an angular velocity of 30°/s (+30°/s, Disc+30°/s) or to the left (-30°/s, Disc-30°/s) for measurement of dynamic SVV. At the beginning if the test, two practice trials were introduced to ensure participants understood the task at hand. These were not included in the data analysis.

Fig 2. Box and Whisker plots with median and inter-quartile range of visual dependence (VD) level data.

Fig 2

“X” represents the mean of the data. n = 19 for controls an n = 18 for patients with schizophrenia.

We have utilized an angular velocity for the disc of 30 degrees/sec because it induces the maximum amount of tilt, which remains approximately constant when increasing the velocity further [6].

Only four trials were completed for each rotating disc condition because it is quite disorientating, so trial number was kept to a minimum. The order of display presentations was randomly selected by the computer. Participants were informed of the importance of spatial accuracy, and that the trials were not time restricted.

CRDT measures

The angular deviation of the rod’s final position from true vertical was recorded as error in degrees. According to convention, CW tilts of the rod by the participants were denoted by a positive value, whereas CCW tilts were considered negative. Unsigned (absolute) errors of the static SVV, dynamic SVV with clockwise and counter clockwise background stimulus motion were used for analysis in this study. Even though participants were advised for spatial accuracy, the time for rod alignment in each trial was also recorded by the software.

Statistical analysis

Statistical analysis was performed by version 28 of the Statistical Package for the Social Sciences (SPSS) software (IBM, Chicago, USA). All data followed a normal distribution when evaluated with the Kolmogrov and Smirnov test, so parametric tests were used for analyses. A Two-Way mixed ANOVA was used to determine the effect of psychotic condition (Control, Patient) and disc condition (Static, CCW Dynamic, CW Dynamic) on SVV errors and on time for rod alignment in each trial. Also, a Two-Way ANOVA was conducted to determine the effect of psychotic condition (Control, Patient) and gender (Male, Female) on visual dependence (VD) level.

Results and discussion

Table 2 displays the absolute SVV errors in static and dynamic conditions of the background disc for controls and patients with schizophrenia. Analysis by the Two-Way Mixed ANOVA on the effects of psychotic condition and disc condition showed that the assumption of sphericity was violated, as assessed by Mauchly’s Test of Sphericity (P < 0.001). Therefore, degrees of freedom were corrected using Greenhouse- Geisser estimates of sphericity (ε = 0.58). There was a significant main effect of disc condition on SVV errors F (1.41, 35) = 5.22, P = 0.02, partial η2 = 0.13. SVV errors in the dynamic disc conditions (mean: CCW dynamic = 2.02; CW dynamic = 1.74) were of greater magnitude than those for the static condition (mean = 1.31). There was no significant difference between CCW dynamic SVV and CW dynamic SVV.

Table 2. Absolute (unsigned) deviation errors of SVV in static and dynamic conditions of the background disc for controls and patients with schizophrenia.

Controls
Patients
Static SVV° 1.19 ± 0.81
(0.13–3.63)
1.53 ± 0.99
(0.38–3.63)
CCW Dynamic SVV° 1.60 ± 1.08
(0.18–3.50)
2.45 ± 2.20
(0.38–8.38)
CW Dynamic SVV° 1.80 ± 1.49
(0.50–6.50)
1.68 ± 0.97
(0.38–3.75)
Mean Dynamic SVV°
1.70 ± 0.96
(0.44–4.1
2.07 ± 1.47
(0.38–5.31)

Controls (n = 19) and Patients (n = 18). Static refers to a non-moving background disc, while dynamic refers to a rotating disc at 30°/s in either clockwise or counter clockwise direction.

There was no significant main effect of psychotic condition F (1, 35) = 0.86, P = 0.36, partial η2 = 0.02, on SVV errors, with controls (mean = 1.53) and patients (mean = 1.86) performing similarly overall. There was no significant interaction between psychotic condition and disc condition F (1.41, 35) = 2.40, P = 0.12, partial η2 = 0.06, indicating that there was no group difference in SVV for any disc condition (Table 2).

Since there was no significant difference between CW and CCW absolute dynamic SVV for any of the groups, the mean of their absolute values was used to represent dynamic SVV for VD calculation. VD level was calculated as the mean of absolute values of the rod tilt from each trial of dynamic SVV minus the mean absolute static SVV rod tilt. Fig 2 is a Box and Whisker plot of VD data for both groups.

The two-way ANOVA with psychotic condition (Control, Patient) and gender (Male, Female) as independent factors revealed that there was no significant main effect of psychotic condition F (1, 33) = 0.46, P = 0.50, partial η2 = 0.014, on visual dependence level, with controls (mean = 0.51°) and patients (mean = 0.63°) performing similarly overall. The same applies for gender main effect F (1, 33) = 0.92, P = 0.35, partial η2 = 0.027, with males (mean = 0.50°) displaying comparable levels of visual dependence as females (0.76°). The interaction between psychotic condition and gender was not significant either (F (1, 33) = 0.28, P = 0.60, partial η2 = 0.008).

As for time of rod alignment, results from the Two-Way mixed ANOVA on the effect of psychotic condition (Control, Patient) and Disc condition (Static, CCW Dynamic, CW Dynamic) on rod alignment time show violation of assumption of sphericity (P < 0.05), and degrees of freedom were corrected using Greenhouse- Geisser estimates of sphericity (ε = 0.81). There was no significant main effect of disc condition on rod alignment time F (1.67, 35) = 0.14, P = 0.83, partial η2 = 0.004. Alignment times in the dynamic disc conditions (mean: CCW dynamic = 11.01s; CW dynamic = 10.59s) were similar to the static condition (mean = 10.74s). There was no significant main effect of psychotic condition F (1, 35) = 2.85, P = 0.11, partial η2 = 0.075, on alignment time, even though patients (mean = 11.94s) aligned the rod slower by 2.26 s than controls (mean = 9.68s). The interaction between psychotic condition and disc condition was not significant either, F (1.67, 35) = 0.035, P = 0.95, partial η2 = 0.001, indicating that there was no group difference in alignment time for any disc condition.

Even though there was no group difference in VD level, we explored through linear regression analyses whether VD level in the patients with schizophrenia was associated with severity of symptoms as measured by PANSS scores, or with illness duration. There was no correlation between any PANSS score and VD level (PANSS-N: r = 0.03, P = 0.91; PANSS-P: r = 0.05, P = 0.85, PANSS-GP: r = 0.06, P = 0.82). VD level was however significantly correlated with illness duration (r = 0.69, P = 0.001) (Fig 3).

Fig 3. Visual dependence level in patients with schizophrenia as function of illness duration.

Fig 3

Negative values for VD indicate that static SVV was greater than dynamic SVV values.

To ensure that correlation of VD with illness duration was not a result of ageing, we included linear regression analysis between VD and age for both groups, (Fig 4). There was a significant correlation between the two factors for the patient group (r = 0.74, P = 0.0004), but not for the control group (r = - 0.30, P = 0.21).

Fig 4. Effect of age on visual dependence level in control and patient groups.

Fig 4

Negative values for VD indicate that static SVV was greater than dynamic SVV values.

This is the first study to investigate perceptual visual dependence in patients with schizophrenia while using a background optic flow that produces a distortion of the apparent verticality of a static stimulus. Visual dependence can result in signs, such as measurable imbalance and an inherent sense of instability [21]. and is associated with other symptoms or part of syndromes, including vestibular diseases, anxiety, motion sickness, and migraine.

In the present study, we tested visual dependence at a perceptual level in patients with schizophrenia by the rod and disc test (RDT), a manipulation known to bias estimates of verticality in the direction of motion in healthy participants. Higher visual dependence is thought to be a compensatory response to vestibular or proprioceptive impairments [22]. Based on the idea that patients with schizophrenia have vestibular deficits and favour exteroceptive signals to guide perception [18,23], we expected a greater influence of the dynamic visual surround on verticality perception in patients with schizophrenia compared to healthy controls.

Contrary to our expectations, patients with schizophrenia manifested similar biases in dynamic SVV as healthy controls, as they adjusted the rod as accurately as controls, indicating they were similarly affected by the background roll motion. This finding suggests that patients show a normal ability to combine exteroceptive visual cues with interoceptive vestibular information to judge the verticality of a static rod and supports the hypothesis of a weighted multisensory integration when estimating direction of gravity with optokinetic stimulation. These results do not support the hypothesis that patients with schizophrenia use preferentially exteroceptive visual over vestibular cues for spatial orientation in dynamic visual environments.

Our results are consistent with those in a similar recent study on visual illusion by Seymor and Kaliuzhna [23] who utilized the Tilt Illusion to probe the respective weight given to visual and vestibular cues in judging line orientation in patients with schizophrenia. This illusion does not entail a dynamic surround, but the orientation in its surround biases the perceived orientation of a vertical grating. These authors reported comparable Tilt Illusion magnitudes in healthy controls and patients during both upright and tilted head conditions. A major difference between our study design and that of the Tilt Illusion is that the moving visual displays in our study entailed no cues to visual orientation that could conflict with vestibular cues of gravity and that the surrounding motion only alters the subjective vertical by modulation of vestibular information [6]. Nevertheless, the vestibular input has to be integrated with somatosensory and especially visual information about vertical orientation of the three-dimensional space relative to the earth-centered gravitational force. As such, both studies suggest that patients with schizophrenia adequately combine self-generated vestibular cues and exteroceptive visual input to judge line verticality.

Numerous studies have consistently reported gender-related differences on visuospatial tests, with men usually performing better than women [2427]. Similarly, there are studies confirming gender differences in visual dependence on the rod and frame test (RFT), which assesses the influence of the surrounding frame upon the accuracy of judging vertical alignment [28,29]. In the current study, there were no significant gender differences in visual dependence levels on the RDT. A possible explanation is that the percentage of females was only around 25% of the total cohort in each group, or alternatively, it is a genuine finding consistent with other studies reporting absence of gender-related effects on dynamic SVV or VD measured by the RDT in health and disease states [30,31].

Another parameter analysed in this study was the time for rod alignment in each trial. An interesting observation is the similarity in rod alignment time for static and dynamic SVV in both groups. This is quite surprising, as it would be expected that a rotating background disc would cause some disorientation, and it would take longer to adjust the rod to perceived vertical, in comparison to a stationary disc. It is unlike the RFT, in which presence of a tilted frame incurs longer alignment time than when the frame is not tilted [32], indicating that the temporal aspects of resolving conflicting visual information are not uniform across all tests of visual dependence.

The present study also investigated the relationship of VD level to symptom severity and illness duration. VD level in patients with schizophrenia did not correlate significantly with clinical severity measures, including general psychiatric symptoms, negative and positive psychiatric symptoms. This indicates that VD level in these patients is independent of symptom severity. However, the positive correlation between illness duration and VD level suggests that patients with longer duration of disease displayed greater visual dependence. It is not clear whether such an effect is a result of the older age of the patients with longer duration of illness, because in this group, age was significantly correlated with VD level, but this is probably not the case, as in the healthy control group, age was not correlated with VD level. There have been conflicting reports on the effect of ageing on visual dependence at the perceptual level, whether assessed with a rotating circular background (RDT) or a tilted stationary background as in the rod and frame test (RFT). Some studies reported increase in VD levels with ageing, attributing such an effect mainly to deterioration of the vestibular system. For instance, Kobayashi et al [33] reported robustness of the static SVV with ageing, whereas the dynamic SVV during rotation of a background scene gradually increased with age. Similarly, Alberts et al [34] reported that the bias in vertical perception by a tilted frame on the RFT and response variability become larger with increasing age and proposed an age-dependent shift towards visual dependence and down weighting of unreliable and noisy vestibular signals for perception of vertical.

The fact that our healthy control group did not exhibit increased VD levels with ageing is in agreement with previous findings. In a study establishing normative data for static and dynamic SVV in an Indian population, Ashish et al [30] reported for 82 healthy adult volunteers no significant difference between the age groups 20–40 years and 41–60 years in these SVV measures. In the current study, the age of the healthy participants falls within this range, and most participants are considered young adults to middle-aged adults, with a maximum age of 53 years. The absence of effect of ageing in increasing VD levels in the control group supports the view that chronological age may not necessarily lead to increased visual dependence [35]. It is also possible that any age effects have not yet fully set in this age group, due to the progressive nature of the age effects on visual dependence [36]. The same relationship between age and VD would also be expected for the patient group as they were also in the same age range, with only two participants exceeding the age of 60 years. Accordingly, the observed increase in VD levels with age in the patient group may more likely relate to the development of schizophrenia-related pathology, rather than ageing per se.

The increased VD level with longer illness duration in patients with schizophrenia suggests that more chronically ill patients may weigh vestibular input at a lesser extent than less chronically ill patients for spatial orientation during dynamic visual conditions. This may have an influence on their ability to interact with a dynamic environment and may contribute to impairment of postural control. Whether subclinical vestibular-based sensory integrative dysfunctions are the root of such an effect in patients with chronic schizophrenia is not clear, but one cannot ignore the possible influence of antipsychotic drugs on vestibular function. Even though most patients in this study were on atypical antipsychotic drugs, there are reports on the effect of psychotics on vestibular and auditory function [37]. In a study on cats [38], the administration of chlorpromazine was reported to suppress the spontaneous as well as the increased vestibular neuronal firing following stimulation of the vestibular nerve. In a human study on a paediatric patient, chlorpromazine was reported to cause auditory disorders such as development of tinnitus as an adverse drug reaction [39].

Conclusions

Limitations to this study include not directly measuring vestibular function in our participants and not obtaining the chlorpromazine equivalent doses of the antipsychotic drugs the patients were receiving for treatment. Despite this limitation, our results show robustness of verticality perception in patients with schizophrenia upon optokinetic stimulation, probably indicating to normal visual dependence levels for spatial orientation at a perceptual level. However. results point and to an increase in visual dependence levels with greater chronicity of the disease in these patients, probably indicating a subclinical vestibular impairment in these chronically ill patients.

Supporting information

S1 File. File of the minimal data set that supports the conclusions in this study.

(XLSX)

Acknowledgments

We thank the Ministry of Health in Bahrain for providing ethical approval and clearance for entering their facilities for data collection.

Data Availability

All relevant data are within the article and its Supporting Information files.

Funding Statement

The author(s) received no specific funding for this work.

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Decision Letter 0

Manabu Sakakibara

Transfer Alert

This paper was transferred from another journal. As a result, its full editorial history (including decision letters, peer reviews and author responses) may not be present.

21 Oct 2022

PONE-D-22-23565Perceptual Visual Dependence for Spatial Orientation in Patients with SchizophreniaPLOS ONE

Dear Dr. Razzak,

Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process. Two experts in the field have carefully reviewed the manuscript. Both reviewers aclnowledged the manuscript is well written with leaving some minor concerns as appended below.I will make the final decision after receipt of your reply and necessary revision.

Please submit your revised manuscript by Dec 05 2022 11:59PM. If you will need more time than this to complete your revisions, please reply to this message or contact the journal office at plosone@plos.org. When you're ready to submit your revision, log on to https://www.editorialmanager.com/pone/ and select the 'Submissions Needing Revision' folder to locate your manuscript file.

Please include the following items when submitting your revised manuscript:

  • A rebuttal letter that responds to each point raised by the academic editor and reviewer(s). You should upload this letter as a separate file labeled 'Response to Reviewers'.

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  • An unmarked version of your revised paper without tracked changes. You should upload this as a separate file labeled 'Manuscript'.

If you would like to make changes to your financial disclosure, please include your updated statement in your cover letter. Guidelines for resubmitting your figure files are available below the reviewer comments at the end of this letter.

If applicable, we recommend that you deposit your laboratory protocols in protocols.io to enhance the reproducibility of your results. Protocols.io assigns your protocol its own identifier (DOI) so that it can be cited independently in the future. For instructions see: https://journals.plos.org/plosone/s/submission-guidelines#loc-laboratory-protocols. Additionally, PLOS ONE offers an option for publishing peer-reviewed Lab Protocol articles, which describe protocols hosted on protocols.io. Read more information on sharing protocols at https://plos.org/protocols?utm_medium=editorial-email&utm_source=authorletters&utm_campaign=protocols.

We look forward to receiving your revised manuscript.

Kind regards,

Manabu Sakakibara, Ph.D.

Academic Editor

PLOS ONE

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4. Please review your reference list to ensure that it is complete and correct. If you have cited papers that have been retracted, please include the rationale for doing so in the manuscript text, or remove these references and replace them with relevant current references. Any changes to the reference list should be mentioned in the rebuttal letter that accompanies your revised manuscript. If you need to cite a retracted article, indicate the article’s retracted status in the References list and also include a citation and full reference for the retraction notice.

[Note: HTML markup is below. Please do not edit.]

Reviewers' comments:

Reviewer's Responses to Questions

Comments to the Author

1. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented.

Reviewer #1: Yes

Reviewer #2: Partly

**********

2. Has the statistical analysis been performed appropriately and rigorously?

Reviewer #1: Yes

Reviewer #2: Yes

**********

3. Have the authors made all data underlying the findings in their manuscript fully available?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.

Reviewer #1: Yes

Reviewer #2: Yes

**********

4. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.

Reviewer #1: Yes

Reviewer #2: Yes

**********

5. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: The manuscript is very well written and states a very useful finding about perceptual differences in individuals with psychosis. Every question/concern that came to mind while I was reading the manuscript was answered/addressed in the Discussion, so I have very few suggestions for improvement for this very excellent manuscript.

My two small suggestions are:

-- perhaps the statement "probably indicating a sub-clinical vestibular dysfunction" should be removed from the abstract, or changed to a statement like "consistent with previous reports of possible vestibular dysfunction in patients with schizophrenia" since there are no measurements of vestibular function in the present work

-- when I saw the data in Figure 3, I assumed (at first -- until I read the discussion) that this correlation was driven by age. The lack of correlation in controls is a key finding for supporting the conclusion that the correlation of SVV with disease duration is not simply because visual/vestibular integration is impaired with age. Perhaps the authors could include a 2nd panel in Fig. 3 showing the lack of correlation in the control population? This might be a very convincing visualization.

Reviewer #2: - RDT and VD explanations are well written. But I suggest the authors to group the first 3 paragraphs together for more coherence.

- Line 76 : The authors mention few articles on vestibular dysfunction in schizophrenia. The only one cited is from the 1970s. It would be wise to put one or two more recent references to support this argument.

- Line 83 : “This deficit may manifest as impaired functioning in dynamic visual environments.” Can you give some examples that are more meaningful?

- Line 112 : “All participants had normal or corrected-to-normal visual acuity.” Please specify the scale.

- Line 138 : “Subjects observed the screen while sitting upright on an armless chair”. What was the distance measured between the screen and the eyes of the patient? And why? Was this distance the same for everyone?

- Line 162 : “Participants were informed of the importance of spatial accuracy, and that the trials were not time restricted”. It would have been interesting to see how quickly the participants would have considered the task successful. Why didn't you measure this parameter?

- Line 279 : Regarding conflicting reports on the effect of ageing, don't you think that more recent articles have more legitimacy in the results? Also, did these articles use exactly the same task as yours? If no, how can you discuss with these results?

- The effect of gender was not discussed even though men represent nearly 75% of the sample. It is thus likely that the gender effect is significant. Was it included in your analyses?

- Do you have prospects for future research to address or possibly compensate for your limitations?

Comment to the editor : Although the research is interesting and innovative, the authors did not find significant results between patients and control group. I leave it to Plos One to validate or invalidate the article according to the coherence of the story and the results of the literature. However, I note that despite expectations contrary to the assumptions mentioned, the authors were able to adequately discuss the results found in relation to the literature.

**********

6. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files.

If you choose “no”, your identity will remain anonymous but your review may still be made public.

Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy.

Reviewer #1: Yes: Cheryl Olman

Reviewer #2: No

**********

[NOTE: If reviewer comments were submitted as an attachment file, they will be attached to this email and accessible via the submission site. Please log into your account, locate the manuscript record, and check for the action link "View Attachments". If this link does not appear, there are no attachment files.]

While revising your submission, please upload your figure files to the Preflight Analysis and Conversion Engine (PACE) digital diagnostic tool, https://pacev2.apexcovantage.com/. PACE helps ensure that figures meet PLOS requirements. To use PACE, you must first register as a user. Registration is free. Then, login and navigate to the UPLOAD tab, where you will find detailed instructions on how to use the tool. If you encounter any issues or have any questions when using PACE, please email PLOS at figures@plos.org. Please note that Supporting Information files do not need this step.

PLoS One. 2022 Dec 1;17(12):e0278718. doi: 10.1371/journal.pone.0278718.r002

Author response to Decision Letter 0


25 Oct 2022

Response to Editor

1. Please ensure that your manuscript meets PLOS ONE's style requirements, including those for file naming.

The authors confirm that the submitted manuscript meets PLOS ONE’s requirements including those for file naming.

2. Please provide additional details regarding participant consent. In the ethics statement in the Methods and online submission information, please ensure that you have specified what type you obtained (for instance, written or verbal, and if verbal, how it was documented and witnessed). If your study included minors, state whether you obtained consent from parents or guardians. If the need for consent was waived by the ethics committee, please include this information.

We have included the following paragraph in the manuscript detailing how informed consent was obtained: “After the aim and impact of the study were explained to the healthy controls and to the patients and their relatives, informed verbal consent was taken. An impartial witness, who was not a member of the study team and worked at the center where the patients were treated, endorsed that the consent from patients and their relatives was voluntary and freely given. Only those who volunteered were included in the study”.

3. In your Data Availability statement, you have not specified where the minimal data set underlying the results described in your manuscript can be found. PLOS defines a study's minimal data set as the underlying data used to reach the conclusions drawn in the manuscript and any additional data required to replicate the reported study findings in their entirety. All PLOS journals require that the minimal data set be made fully available.

Upon re-submitting your revised manuscript, please upload your study’s minimal underlying data set as either Supporting Information files or to a stable, public repository and include the relevant URLs, DOIs, or accession numbers within your revised cover letter. For a list of acceptable repositories, please see http://journals.plos.org/plosone/s/data-availability#loc-recommended-repositories. Any potentially identifying patient information must be fully anonymized.

Important: If there are ethical or legal restrictions to sharing your data publicly, please explain these restrictions in detail. Please see our guidelines for more information on what we consider unacceptable restrictions to publicly sharing data: http://journals.plos.org/plosone/s/data-availability#loc-unacceptable-data-access-restrictions. Note that it is not acceptable for the authors to be the sole named individuals responsible for ensuring data access.

We will update your Data Availability statement to reflect the information you provide in your cover letter.

The minimal data set can be found in an Excel file uploaded as Supporting Information File.

4. Please review your reference list to ensure that it is complete and correct. If you have cited papers that have been retracted, please include the rationale for doing so in the manuscript text, or remove these references and replace them with relevant current references. Any changes to the reference list should be mentioned in the rebuttal letter that accompanies your revised manuscript. If you need to cite a retracted article, indicate the article’s retracted status in the References list and also include a citation and full reference for the retraction notice.

There were no citations of papers that have been retracted. However additional citations were included to further support the Discussion section.

Response to Reviewers

The authors would like to thank both reviewers for their comments which enhanced the quality of the manuscript. The authors accommodated all comments as best as they can.

Reviewer #1:

The manuscript is very well written and states a very useful finding about perceptual differences in individuals with psychosis. Every question/concern that came to mind while I was reading the manuscript was answered/addressed in the Discussion, so I have very few suggestions for improvement for this very excellent manuscript.

My two small suggestions are:

-- Perhaps the statement "probably indicating a sub-clinical vestibular dysfunction" should be removed from the abstract, or changed to a statement like "consistent with previous reports of possible vestibular dysfunction in patients with schizophrenia" since there are no measurements of vestibular function in the present work.

We took the reviewer’s suggestion and changed the statement according to their recommendation.

-- when I saw the data in Figure 3, I assumed (at first -- until I read the discussion) that this correlation was driven by age. The lack of correlation in controls is a key finding for supporting the conclusion that the correlation of SVV with disease duration is not simply because visual/vestibular integration is impaired with age. Perhaps the authors could include a 2nd panel in Fig. 3 showing the lack of correlation in the control population? This might be a very convincing visualization.

We included an additional figure depicting the effect of ageing on visual dependence in both healthy controls and patients (2 graphs).

--------------------------------------------------------------------------------------------------------

Reviewer #2:

- RDT and VD explanations are well written. But I suggest the authors to group the first 3 paragraphs together for more coherence.

The authors thank the reviewer for this suggestion, but they felt that it was sufficient to group the first two paragraphs only, so as not to make it into a very long paragraph.

- Line 76: The authors mention few articles on vestibular dysfunction in schizophrenia. The only one cited is from the 1970s. It would be wise to put one or two more recent references to support this argument.

The authors added a relatively more recent reference: “Haghgooie S, Lithgow B J, Gurvich C, Kulkarni J. Quantitative detection and assessment of schizophrenia using electrovestibulography. 4th International IEEE/EMBS Conference on Neural Engineering, 2009; 486 – 489. doi: 10.1109/NER.2009.5109339.

- Line 83: “This deficit may manifest as impaired functioning in dynamic visual environments.” Can you give some examples that are more meaningful?

The authors provided some real-life examples such as crowded or busy environments, as walking in supermarket aisles, movements of crowds or traffic, moving images at the cinema, trees swaying, or while driving fast on a highway.

- Line 112: “All participants had normal or corrected-to-normal visual acuity.” Please specify the scale.

The authors ensured that the participants had 20/20 visual acuity, and participants were allowed to put on their corrective spectacles if necessary. This was added in the Methods section.

- Line 138: “Subjects observed the screen while sitting upright on an armless chair”. What was the distance measured between the screen and the eyes of the patient? And why? Was this distance the same for everyone?

According to many studies on RFT and RDT, the distance between the screen and the eyes of the participant is 80 cm. The center of the screen was at eye level of the observer. This was added in the Methods section. Yes, the distance was the same for all participants, as they were all tested on the same computer/screen set up and the same place in the Psychiatry hospital.

- Line 162: “Participants were informed of the importance of spatial accuracy, and that the trials were not time restricted”. It would have been interesting to see how quickly the participants would have considered the task successful. Why didn't you measure this parameter?

The authors thank the reviewer for pointing this out. Fortunately, the software does record and stores the time of rod alignment for each trial. The authors analysed the time-related data and included the findings in the Results section. The significance of these results was included in the Discussion.

- Line 279: Regarding conflicting reports on the effect of ageing, don't you think that more recent articles have more legitimacy in the results? Also, did these articles use exactly the same task as yours? If no, how can you discuss with these results?

The authors did add more recent references in the Discussion on the effect of ageing on visual dependence, especially those utilizing the common and similar tests of visual dependence, specifically the RFT and the RDT.

- The effect of gender was not discussed even though men represent nearly 75% of the sample. It is thus likely that the gender effect is significant. Was it included in your analyses?

The authors appreciate this recommendation from the reviewer. Upon their suggestion, gender analysis was included, and the findings were addressed, with added references to enrich the Discussion.

- Do you have prospects for future research to address or possibly compensate for your limitations?

Definitely. The authors would like in future studies to add assessment of peripheral vestibular system function in patients with long-duration schizophrenia and determine any possible interference of long-term use of neuroleptic medications on vestibular functions.

Attachment

Submitted filename: Response to Reviewers.docx

Decision Letter 1

Manabu Sakakibara

18 Nov 2022

PONE-D-22-23565R1Perceptual Visual Dependence for Spatial Orientation in Patients with Schizophrenia

PLOS ONE

Dear Dr. Razzak,

Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process.

Two original reviewers have carefully reviewed the revision. Their comments are appended below. Both reviewers are satisfied with your response and revision. 

I judged the revised manuscript is potentially acceptable with leaving some minor concerns which will strengthen your study. Please consider these remarks. 

Please submit your revised manuscript by Jan 02 2023 11:59PM. If you will need more time than this to complete your revisions, please reply to this message or contact the journal office at plosone@plos.org. When you're ready to submit your revision, log on to https://www.editorialmanager.com/pone/ and select the 'Submissions Needing Revision' folder to locate your manuscript file.

Please include the following items when submitting your revised manuscript:

  • A rebuttal letter that responds to each point raised by the academic editor and reviewer(s). You should upload this letter as a separate file labeled 'Response to Reviewers'.

  • A marked-up copy of your manuscript that highlights changes made to the original version. You should upload this as a separate file labeled 'Revised Manuscript with Track Changes'.

  • An unmarked version of your revised paper without tracked changes. You should upload this as a separate file labeled 'Manuscript'.

If you would like to make changes to your financial disclosure, please include your updated statement in your cover letter. Guidelines for resubmitting your figure files are available below the reviewer comments at the end of this letter.

If applicable, we recommend that you deposit your laboratory protocols in protocols.io to enhance the reproducibility of your results. Protocols.io assigns your protocol its own identifier (DOI) so that it can be cited independently in the future. For instructions see: https://journals.plos.org/plosone/s/submission-guidelines#loc-laboratory-protocols. Additionally, PLOS ONE offers an option for publishing peer-reviewed Lab Protocol articles, which describe protocols hosted on protocols.io. Read more information on sharing protocols at https://plos.org/protocols?utm_medium=editorial-email&utm_source=authorletters&utm_campaign=protocols.

We look forward to receiving your revised manuscript.

Kind regards,

Manabu Sakakibara, Ph.D.

Academic Editor

PLOS ONE

Journal Requirements:

Please review your reference list to ensure that it is complete and correct. If you have cited papers that have been retracted, please include the rationale for doing so in the manuscript text, or remove these references and replace them with relevant current references. Any changes to the reference list should be mentioned in the rebuttal letter that accompanies your revised manuscript. If you need to cite a retracted article, indicate the article’s retracted status in the References list and also include a citation and full reference for the retraction notice.

[Note: HTML markup is below. Please do not edit.]

Reviewers' comments:

Reviewer's Responses to Questions

Comments to the Author

1. If the authors have adequately addressed your comments raised in a previous round of review and you feel that this manuscript is now acceptable for publication, you may indicate that here to bypass the “Comments to the Author” section, enter your conflict of interest statement in the “Confidential to Editor” section, and submit your "Accept" recommendation.

Reviewer #1: All comments have been addressed

Reviewer #2: All comments have been addressed

**********

2. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented.

Reviewer #1: Yes

Reviewer #2: Yes

**********

3. Has the statistical analysis been performed appropriately and rigorously?

Reviewer #1: Yes

Reviewer #2: Yes

**********

4. Have the authors made all data underlying the findings in their manuscript fully available?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.

Reviewer #1: Yes

Reviewer #2: Yes

**********

5. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.

Reviewer #1: Yes

Reviewer #2: Yes

**********

6. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: My few concerns from the previous round of review have been addressed. On re-reading the abstract I noticed that on the first use of SVV when it is defined it is defined as perceived visual vertical instead of subjective visual vertical, which might be mildly puzzling to readers; just a tiny change you might think about making

Reviewer #2: Dear authors,

I take into account the fact that you carried out a real work of bibliography following my remarks on the manuscript. I consider that your work to date is well done, in particular with the addition of recent bibliographic research as well as concrete examples illustrating your words. I transmitted to PLOS ONE the acceptance of the manuscript.

These last comments will help you to finalize your manuscript =

- Line 113 = I think I was misunderstood. I expect that the participants have normal or corrected-to-normal visual acuity. However, it would be wise to clarify the name of the scale used to measure the visual acuity. Is it a Snellen chart? Is it a Monoyer scale? Please clarify. I think this is an important criterion if other authors would like to follow your methodology.

- Line 139 = Indeed, most visual studies mention eye-screen distances between 40cm and 100cm depending on the projection of the different stimuli. In relation to your biographical research, your answer is judicious.

- Line 328 = I see that my point about age and gender effect has been perfectly addressed in the manuscript, with solid argumentation based on recent literature. This is a very good point.

- Line 344 = Similarly, the remark about the time of rod alignment for each trial and also the time-related data were added in the results as well as the discussion and confronted with the literature. However, although the results were not significant between the two groups, I do not think it is necessary to comment on this.

- Line 351 and line 369 = I find that the 2 paragraphs dealing with the effect of age on visual dependence are particularly well discussed. You compare the results currently reported in the article with those in the literature, and it's great.

- Line 372 = Finally, it would have been wise to specify the number of people recruited in the study of Ashish. I also appreciated that you compared it with your current article by indicating age ranges and specifying the age range of your population.

**********

7. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files.

If you choose “no”, your identity will remain anonymous but your review may still be made public.

Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy.

Reviewer #1: No

Reviewer #2: No

**********

[NOTE: If reviewer comments were submitted as an attachment file, they will be attached to this email and accessible via the submission site. Please log into your account, locate the manuscript record, and check for the action link "View Attachments". If this link does not appear, there are no attachment files.]

While revising your submission, please upload your figure files to the Preflight Analysis and Conversion Engine (PACE) digital diagnostic tool, https://pacev2.apexcovantage.com/. PACE helps ensure that figures meet PLOS requirements. To use PACE, you must first register as a user. Registration is free. Then, login and navigate to the UPLOAD tab, where you will find detailed instructions on how to use the tool. If you encounter any issues or have any questions when using PACE, please email PLOS at figures@plos.org. Please note that Supporting Information files do not need this step.

PLoS One. 2022 Dec 1;17(12):e0278718. doi: 10.1371/journal.pone.0278718.r004

Author response to Decision Letter 1


18 Nov 2022

Reviewer #1:

My few concerns from the previous round of review have been addressed. On re-reading the abstract I noticed that on the first use of SVV when it is defined it is defined as perceived visual vertical instead of subjective visual vertical, which might be mildly puzzling to readers; just a tiny change you might think about making

We have substituted the word “perceived” by “subjective” in the abstract.

Reviewer #2: Dear authors,

I take into account the fact that you carried out a real work of bibliography following my remarks on the manuscript. I consider that your work to date is well done, in particular with the addition of recent bibliographic research as well as concrete examples illustrating your words. I transmitted to PLOS ONE the acceptance of the manuscript.

We, the authors, would like to thank the reviewer for their encouragement and confidence in the changes made in the first revision of the manuscript.

These last comments will help you to finalize your manuscript =

- Line 113 = I think I was misunderstood. I expect that the participants have normal or corrected-to-normal visual acuity. However, it would be wise to clarify the name of the scale used to measure the visual acuity. Is it a Snellen chart? Is it a Monoyer scale? Please clarify. I think this is an important criterion if other authors would like to follow your methodology.

We did add that the scale used to measure the visual acuity is the Snellen chart.

- Line 139 = Indeed, most visual studies mention eye-screen distances between 40cm and 100cm depending on the projection of the different stimuli. In relation to your biographical research, your answer is judicious.

We thank the reviewer for this encouraging comment.

- Line 328 = I see that my point about age and gender effect has been perfectly addressed in the manuscript, with solid argumentation based on recent literature. This is a very good point.

We thank the reviewer for this encouraging comment.

- Line 344 = Similarly, the remark about the time of rod alignment for each trial and also the time-related data were added in the results as well as the discussion and confronted with the literature. However, although the results were not significant between the two groups, I do not think it is necessary to comment on this.

We did remove from the Discussion section the paragraph where we attempted to provide a reason for the absence of group difference in time of rod alignment.

- Line 351 and line 369 = I find that the 2 paragraphs dealing with the effect of age on visual dependence are particularly well discussed. You compare the results currently reported in the article with those in the literature, and it's great.

We thank the reviewer for this encouraging comment.

- Line 372 = Finally, it would have been wise to specify the number of people recruited in the study of Ashish. I also appreciated that you compared it with your current article by indicating age ranges and specifying the age range of your population.

We included the number of people recruited (82 healthy adult volunteers) in the study of Ashish.

Attachment

Submitted filename: Response to Reviewers.docx

Decision Letter 2

Manabu Sakakibara

22 Nov 2022

Perceptual Visual Dependence for Spatial Orientation in Patients with Schizophrenia

PONE-D-22-23565R2

Dear Dr. Razzak,

We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements.

Within one week, you’ll receive an e-mail detailing the required amendments. When these have been addressed, you’ll receive a formal acceptance letter and your manuscript will be scheduled for publication.

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Kind regards,

Manabu Sakakibara, Ph.D.

Academic Editor

PLOS ONE

Additional Editor Comments (optional):

Reviewers' comments:

Acceptance letter

Manabu Sakakibara

24 Nov 2022

PONE-D-22-23565R2

Perceptual visual dependence for spatial orientation in patients with schizophrenia

Dear Dr. Razzak:

I'm pleased to inform you that your manuscript has been deemed suitable for publication in PLOS ONE. Congratulations! Your manuscript is now with our production department.

If your institution or institutions have a press office, please let them know about your upcoming paper now to help maximize its impact. If they'll be preparing press materials, please inform our press team within the next 48 hours. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information please contact onepress@plos.org.

If we can help with anything else, please email us at plosone@plos.org.

Thank you for submitting your work to PLOS ONE and supporting open access.

Kind regards,

PLOS ONE Editorial Office Staff

on behalf of

Dr. Manabu Sakakibara

Academic Editor

PLOS ONE

Associated Data

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    Attachment

    Submitted filename: Response to Reviewers.docx

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    Submitted filename: Response to Reviewers.docx

    Data Availability Statement

    All relevant data are within the article and its Supporting Information files.


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