Prevalence and correlates of depressive symptoms among Chinese patients with cataracts treated in tertiary general hospitals
- Published
- Accepted
- Received
- Academic Editor
- Bao-Liang Zhong
- Subject Areas
- Epidemiology, Ophthalmology, Psychiatry and Psychology, Public Health
- Keywords
- Depressive symptoms, Cataract, Epidemiology, Prevalence, Correlate, China
- Copyright
- © 2020 Liu et al.
- Licence
- This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
- Cite this article
- 2020. Prevalence and correlates of depressive symptoms among Chinese patients with cataracts treated in tertiary general hospitals. PeerJ 8:e9397 https://doi.org/10.7717/peerj.9397
Abstract
Background
Previous studies recruited unrepresentative samples of Chinese patients with cataract and reported a wide range of prevalence of depressive symptoms in this patient population (18.0–89.7%). The present study determined the prevalence and correlates of depressive symptoms among a consecutive sample of Chinese patients with cataract treated in tertiary general hospitals.
Methods
A total of 339 patients with cataract were consecutively selected from ophthalmology departments of two large general hospitals in Wuhan, China. Depressive symptoms were assessed with the Chinese Hospital Anxiety and Depression Scale. Logistic regression was used to identify factors that were associated with depression.
Results
The prevalence of depressive symptoms was 23.9% (95% CI [19.4–28.4]%) among patients with cataract. Correlates for depressive symptoms include an education level of primary school and below (OR = 1.93, P = 0.038), marital status of “others” (OR =3.15, P < 0.001), poor family economic status (OR = 2.26, P = 0.010), nuclear cataract (OR =4.32, P < 0.001), and mixed cataract (OR = 2.76, P = 0.017).
Conclusions
Depressive symptoms are common among Chinese patients with cataract treated in large general hospitals. Patients who are poorly educated, have a marital status other than “married”, have poor family economic status, and suffer from nuclear and mixed cataracts are at greater risk for depressive symptoms.
Introduction
In China, cataract is the top leading cause of blindness and low vision among middle-aged and older adults, and an estimated over one-third of this population suffer from cataract (Tang et al., 2016; Tian et al., 2014; Yuan & Li, 2016). In addition to the severe functional impairments and disability due to cataract, cataract has been associated with increased risk of mental health problems such as depression and mental health services utilization (Meuleners et al., 2013). The comorbid depression further exacerbates the poor cognitive and physical health, delays recovery from surgery, and increases mortality in people with cataract (Pellegrini et al., 2020). Therefore, a greater understanding on the clinical epidemiology of depression in this patient population may help the early identification of those at risk for depression and improve their mental and physical wellbeing.
In the literature, there have been some studies investigating depression in patients with cataract (Fraser et al., 2013; Mitsonis et al., 2006; Mylona et al., 2020). For example, in Australia and Canada, researchers used Geriatric Depression Scale (GDS) to assess the severity of depressive symptoms in 329 and 672 patients awaiting cataract surgery, respectively. The two studies reported similarly high prevalence of clinically significant depressive symptoms (28.9% and 26.0%) and identified a few correlates of depression such as poor visual acuity and major medical conditions (Freeman et al., 2009; Palagyi et al., 2016). In China, to the best of our knowledge, four studies have investigated the prevalence of depression in patients with cataract (Chen et al., 2019; Chen, 2010; He & Gao, 2015; Wang et al., 2016; Zhang et al., 2018). These studies assessed depressive symptoms with a variety of self-report depression scales (i.e., GDS, Zung’s Self-rating Depression scale [SDS], 9-item Patient Health Questionnaire (PHQ-9), and Hospital Anxiety and Depression Scale (HADS)) and reported a wide range of prevalence rates: 18.0–89.7%. SDS and PHQ-9, although both are reliable for measuring depressive symptoms in the general population, they are not able to accurately evaluate depressive symptoms among patients with cataract, because they have items of somatic symptoms, which are related to aging itself and very common among patients with chronic illnesses. Due to this, there may be false-positive cases with depressive symptoms in prior studies with samples of Chinese patients with cataract. Therefore, existing studies using SDS and PHQ-9 may have overestimated the prevalence of depressive symptoms among Chinese patients with cataract. Further, these prior studies often recruited small and convenient samples and seldom considered clinical factors associated with depression in Chinese individuals with cataract.
Given the clinical importance of comorbid depression in patients with cataract and limitations in previous Chinese studies, the present study assessed the prevalence of depressive symptoms and their associated factors in a consecutive clinical sample of Chinese patients with cataract treated in tertiary general hospitals.
Materials & Methods
Participants
This cross-sectional study was conducted from March to July, 2019. Participants were adults receiving treatment in outpatient and inpatient departments of ophthalmology at Wuhan Hankou Hospital and Renmin Hospital of Wuhan University, two large tertiary general hospitals in Wuhan, China. By using consecutive sampling method, patients who were 18 years and older, met the diagnostic criteria for cataract after slit-lamp examination, and were capable of communicating with investigators were all invited to participate in the study. We excluded patients with eye diseases other than cataract, dementia, brain organic mental disorders, and psychotic disorders, as well as those who were too physically ill to complete the interview.
In our pilot study with a small sample of 20 patients with cataract, the prevalence of depressive symptoms was 25%. Parameters for sample size estimation of our study were: a prevalence rate of 25%, a precision of 0.05, a response rate of 0.9, and a confidence interval of 95% (95% CI). PASS 2005 (LLC, Kaysville, UT, USA) estimated that a minimum sample size of 316 would ensure the stability of our prevalence estimate.
Written informed consent was obtained from patients and their caregivers and declarations of anonymity and confidentiality had been made before the start of data collection. The Ethics Committee of Wuhan Hankou Hospital approved the study protocol (approval number: 2019-SR-Y0036).
Procedures and instruments
Data were collected by using a standardized questionnaire. Because most patients had difficulties in reading due to visual acuity problems, the questionnaire was completed in a face-to-face and one-to-one interview manner. The study investigators were four trained master students in clinical ophthalmology. Before the formal study, 15 patients with cataract were recruited to participate in the training sessions for the investigators. The inter-rater reliability of the four investigators of the HADS depression score was satisfactory (intra-class correlation coefficient = 0.92).
Socio-demographic variables in the questionnaire were gender, age, education, marital status, current residence place (urban, rural, and urban-rural fringe), and self-rated family economic status (poor, moderate, and good).
Clinical characteristics included clinical setting (outpatient vs. inpatient), the presence of two major medical conditions (hypertension and diabetes mellitus), cataract subtype (cortical, nuclear, posterior subcapsular, and mixed), affected site (unilateral vs. bilateral), and treatment stage (before vs. after surgery). This clinical information was collected by a review of medical records.
A checklist was used to collect data on patients’ major medical conditions, which included 13 specific physical illnesses: hypertension, diabetes, heart disease, stroke and other cerebrovascular diseases, chronic obstructive pulmonary disease, cancer, tuberculosis, chronic prostatitis, chronic gastric ulcer, Parkinson’s disease, anemia, hepatic sclerosis, and arthritis.
Depressive symptoms during the past week were assessed with depression subscale of the validated Chinese HADS, which has seven items and all are answered on a 0–3 scale (Zigmond & Snaith, 1983). The total score varies between 0 and 21, with higher scores representing more severe depressive symptoms. A cut-off score of nine or higher is recommended to denote clinically significant depressive symptoms in Chinese population (Yang et al., 2014). The strength of HADS is that it can avoid reliance on somatic symptoms (i.e., pain, fatigue and insomnia) for assessing depressive symptoms (Zigmond & Snaith, 1983). Given that many patients with cataract have chronic illnesses, this tool is particularly suitable for detecting depression in cataract patients with satisfactory validity and specificity.
Statistical analysis
Prevalence rates of depressive symptoms in the total sample and different subsamples according to socio-demographic and clinical characteristics were calculated. Comparisons of rates across subsamples were made by using Chi-square test. Multiple logistic regression model with a forward stepwise entry of significant variables in the above Chi-square test were used to identify factors associated with depressive symptoms. Odds ratios (ORs) and 95%CIs were used to quantify associations between factors and depressive symptoms. Significance level was set at 0.05 (two-sided) in all analyses. SPSS software version 12.0 was used to analyze the data.
Results
During the study period, 370 patients were eligible for the study and all were invited to participate. Finally, a total of 339 patients with cataract completed the survey (response rate: 91.6%). Among the final sample, 47.5% were men and the average age was 67.1 years (range: 20–90, standard deviation: 10.9). Detailed socio-demographic and clinical characteristics of the study sample are displayed in Table 1.
Altogether, 81 patients were detected as having depressive symptoms. The corresponding prevalence of depressive symptoms was 23.9% (95%CI [19.4–28.4]%).
Results of comparisons across subsamples (Table 1) show that, patients having an educational attainment of primary school and below, having marital status of “others”, residing in rural area, rating their family economic status as “poor”, suffering from nuclear cataract, having bilateral cataracts, and being after surgery had significantly higher prevalence rates of depressive symptoms than their counterparts without these attributes (P ≤ 0.046).
In multiple logistic regression, depressive symptoms were significantly associated with an education level of primary school and below (OR =1.93, P = 0.038), marital status of “others” (OR = 3.15, P < 0.001), poor family economic status (OR = 2.26, P = 0.010), nuclear cataract (OR = 4.32, P < 0.001), and mixed cataract (OR = 2.76, P = 0.017) (Table 2).
Discussion
In recent years, the importance of depression in patients with cataract and other eye diseases has been increasingly recognized, but this mental health issue remains poorly detected and managed in China’s clinical practice in ophthalmology (Li et al., 2013). One of the most important reason is that Chinese ophthalmologists are unaware of depression and its clinical characteristics among their patients. To fill this gap, we investigated the clinical epidemiology of depressive symptoms in patients with cataract. By using HADS, 23.9% of the Chinese patients with cataract were found to be depressed during the past week and the prevalence of depressive symptoms varied across different socio-demographic and clinical subgroups. Factors significantly associated with depressive symptoms in this patient population were an education level of primary school and below, marital status of “others”, poor family economic status, and two subtypes of cataract: nuclear and mixed.
| Variables | Number of patients | Number of depressed patients | Rate (%) | χ2 | P | |
|---|---|---|---|---|---|---|
| Clinical setting | Outpatient | 87 | 17 | 19.5 | ||
| Inpatient | 252 | 64 | 25.4 | 1.220 | 0.269 | |
| Gender | Male | 161 | 38 | 23.6 | ||
| Female | 178 | 43 | 24.2 | 0.014 | 0.905 | |
| Age-group (years) | −54 | 36 | 7 | 19.4 | ||
| 55–64 | 73 | 12 | 16.4 | |||
| 65–74 | 148 | 35 | 23.6 | |||
| 75+ | 82 | 27 | 32.9 | 6.308 | 0.098 | |
| Education | Middle school and above | 254 | 47 | 18.5 | ||
| Primary school and below | 85 | 34 | 40.0 | 16.183 | <0.001 | |
| Marital status | Married | 269 | 48 | 17.8 | ||
| Othersa | 70 | 33 | 47.1 | 26.221 | <0.001 | |
| Residence place | Urban area | 246 | 51 | 20.7 | ||
| Rural area | 55 | 20 | 36.4 | |||
| Urban-rural fringe area | 38 | 10 | 26.3 | 6.178 | 0.046 | |
| Self-rated family economic status | Moderate and goodb | 253 | 47 | 18.6 | ||
| Poor | 86 | 34 | 39.5 | 15.503 | <0.001 | |
| Hypertension | No | 184 | 39 | 21.2 | ||
| Yes | 155 | 42 | 27.1 | 1.611 | 0.204 | |
| Diabetes mellitus | No | 268 | 60 | 22.4 | ||
| Yes | 71 | 21 | 29.6 | 1.595 | 0.207 | |
| Cataract subtype | Cortical | 121 | 12 | 9.9 | ||
| Nuclear | 113 | 41 | 36.3 | |||
| Posterior subcapsular | 31 | 8 | 25.8 | |||
| Mixed | 74 | 20 | 27.0 | 22.998 | <0.001 | |
| Affected site | Unilateral | 154 | 27 | 17.5 | ||
| Bilateral | 185 | 54 | 29.2 | 6.280 | 0.012 | |
| Treatment stage | Before surgery | 117 | 19 | 16.2 | ||
| After surgery | 222 | 62 | 27.9 | 5.757 | 0.016 | |
| Variables | Coefficient | Standard error | Wald χ2 | OR (95% CI) | P | |
|---|---|---|---|---|---|---|
| Education | Middle school and above | 1 | 1 | |||
| Primary school and below | 0.656 | 0.315 | 4.326 | 1.93 (1.04, 3.58) | 0.038 | |
| Marital status | Married | 1 | 1 | |||
| Othersa | 1.146 | 0.308 | 13.836 | 3.15 (1.72, 5.75) | <0.001 | |
| Self-rated family economic status | Moderate and goodb | 1 | 1 | |||
| Poor | 0.814 | 0.317 | 6.618 | 2.26 (1.21, 4.20) | 0.010 | |
| Subtype of cataract | Cortical | 1 | 1 | |||
| Nuclear | 1.463 | 0.379 | 14.884 | 4.32 (2.05, 9.08) | <0.001 | |
| Mixed | 1.017 | 0.425 | 5.726 | 2.76 (1.20, 6.36) | 0.017 | |
In China, large-scale population-based studies have shown that 5.9–8.3% of the Chinese general adults suffer from depressive symptoms (Lin et al., 2018; Tu et al., 2018; Zhou et al., 2014). Compared to these estimates in the general population, we found a much higher prevalence of depressive symptoms in Chinese patients with cataract, suggesting the high risk of depressive symptoms among patients with cataract. Compared to two previous studies that used HADS to assess the prevalence of depressive symptoms in Chinese patients with cataract (16.7–18.0% ) (Chen et al., 2019; Zhang et al., 2018), this study also demonstrated higher prevalence in our sample. This difference could be ascribed to the sample characteristics, for example, the two studies recruited patients awaiting for surgery only, but we recruited both patients before and after surgery. The significantly higher prevalence of depressive symptoms in patients after than before surgery in our study (Table 1) supports this speculation.
In line with the higher risk of depressive disorders in Chinese older adults with an educational attainment of primary school and below in comparison to those with an education level of middle school and above (Zhong et al., 2020b), we found that an educational attainment of primary school and below was significantly associated with depressive symptoms in Chinese patients with cataract. This relationship may be attributed to the poor mental health literacy of patients with a low level of education, which limits their ability to maintain and promote mental health. In general, family support from spouses can buffer the negative effect of physical illnesses such as cataract on mental health, thereby reducing the risk of depression among patients having spouses (Ivbijaro et al., 2019; Zhong et al., 2020a). This may explain the significant association between marital status of “others” and depressive symptoms in patients with cataract. Consistent with the increased risk of depression in adults of a low socio-economic status (Villarreal-Zegarra & Bernabe-Ortiz, 2020; Zhong et al., 2015), poor family financial status was significantly associated with depressive symptoms in our study. In general, persons of a low socio-economic status may have inadequate social support resources to cope with their mental health issues, resulting in elevated risk of depression among these persons.
In patients with eye diseases, researchers have found the elevated risk of depression among those with severe visual impairment (Li et al., 2013). Because patients with nuclear and mixed cataracts are more likely to have poor vision, the significant associations of depressive symptoms with nuclear and mixed cataracts are expected in our study.
This study has a few limitations. First, this is an observational study so the correlates of depressive symptoms are not, strictly speaking, risk factors. Whether or not the identified correlates cause depressive symptoms need to be examined by prospective follow-up or even interventional studies. Second, our study only measured depressive symptoms, not depressive disorders; so it is not known how many of these patients were sufficiently impaired to justify a clinical diagnosis and psychiatric treatment. Third, utilization of mental health services of patients with cataract is also essential for the development and planning of health services in clinical practice in ophthalmology, but we did not collect these data. Fourth, in general, Chinese older adults are less likely to report their depressive feelings, particularly when HADS was administered in a face-to-face interview, as what we have done in this study. This may result in an underestimation of the prevalence of depressive symptoms. Finally, some other potential factors associated with depression (smoking, exercise habit, lack of social support, length of illness, functional imperilments, failure in cataract surgery, etc.) were not assessed in the study so it remains unknown whether or not these factors would also be associated with depressive symptoms in patients with cataract.
Conclusions
In summary, depressive symptoms are common among Chinese patients with cataract, indicating the high risk of depression in this patient population. Given the many negative impacts of depression to patients and our society, there is a pressing need to identify and address depression and other mental health problems of Chinese patients with cataract. Among patients with cataract, depressive symptoms are associated with education, marital status, economic status, and subtype of cataract. Efforts to prevent or reduce depression in clinical practice in ophthalmology may be effective to target on those who are poorly educated, are not married, have poor family economic status, and suffer from nuclear and mixed cataracts. Services for patients with cataract in clinical practice should include regular screenings for those at risk for depression and other mental health problems, expanded psychosocial supports, and, when necessary, psychiatric assessment and treatment.