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Associations of serum cystatin C with depressive symptoms and suicidal ideation in major depressive disorder

BMC Psychiatry volume 21, Article number: 576 (2021) Cite this article

Abstract

Background

Individuals with major depressive disorder (MDD) have high suicidal ideation. There is evidence that serum cystatin C (Cys C) may be involved in the pathophysiology of MDD. The present study aimed to investigate Cys C concentration in patients with MDD and clarify its possible association with depressive symptoms and suicidal ideation.

Methods

An online cross-sectional survey of 159 patients diagnosed with MDD was conducted. Serum Cys C levels were measured using ADVIA 2400 biochemical analyzer. The 24-item Hamilton Depression Scale (HAMD-24) was administered to evaluate the depressive symptoms. Generalized linear regression, logistic regression and restricted cubic spline models were used to examine the association of serum Cys C levels with depressive symptoms and suicidal ideation.

Results

Serum Cys C levels were higher in MDD patients than in controls (p = 0.001) and were positively associated with scores on HAMD-24 in unadjusted (gender distribution, age, smoking, alcohol consumption, family history of depression and traumatic life events; (p = 0.003) and fully adjusted linear regression model (p = 0.005). The fully adjusted regression coefficient with 95% confidence intervals for serum Cys C levels and HAMD-24 score was 30.339 (9.602 to 51.077). The level of Cys C in the suicidal ideation (SI) group was significantly higher than that in the non-suicide ideation (non-SI) group (p = 0.001). Serum Cys C levels were positively associated with suicidal ideation in each logistic regression model (all p <  0.05).

Conclusion

Serum Cys C levels were elevated in MDD patients and appeared to be positively correlated with depressive symptoms and suicidal ideation. These findings suggest that the dysfunction of Cys C may be involved in the severity of depression and in the pathophysiological process of MDD. Thus, regulation of serum Cys C could potentially be an effective predictor of the severity of depression and potentially, play a role in reducing the risk of suicide in MDD patients.

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Introduction

Major depressive disorder (MDD), with profound impairment in cognitive and social functioning, is a common and complex psychiatric disorder characterized by high morbidity [1, 2], high disability rate [3], and high suicide rate [4, 5]. According to the World Health Organization (WHO), the global prevalence rate of depression is more than 4%; with the number of people suffering from depression exceeding 350 million at present. A substantial portion of MDD patients, approximately 4 to 10.6% may eventually die by committing suicide, which not only brings great pain to patients and their families, but also imposes huge economic burden on society [6]. Therefore, wide-ranging efforts have been made to explore the biological mechanisms of depression [7, 8].

Although the etiology and pathogenesis of depression have not been fully understood, consistent and robust empirical evidence suggests that neuronal injury [9] and immune inflammation [10,11,12,13,14] are important factors associated with depression. As a major cysteine protease inhibitor in the brain, Cys C is closely related to neuronal damage [15] and immune inflammation [16]. Therefore, recently, increasing interest in recent years has focused on the relationships between serum Cys C and central nervous system diseases, especially depression.

Cys C, a cysteine protease inhibitor contained in all nucleated cells, is encoded by the CST3 gene, secreted in blood, cerebrospinal fluid and extracellular space [17]. Cys C in the brain is mainly derived from astrocytes [15, 18, 19], and the reduced number or dysfunction of astrocytes may cause or somehow contribute to MDD symptomatology [20, 21]. In addition, reduced glial cell volume in the limbic system and other cortical regions may also lead to changes in neuron size and density in mood disorders, which may be closely related to the development of depression [22].

Multiple lines of evidence highlight that Cys C plays an important role in neuronal injury and dysfunction, and is closely related to cognitive dysfunction [23]. Its possible mechanisms include: (1) High Cys C can reduce the activity of cathepsin and cause vascular endothelial cell damage through inflammatory reaction [24]. (2) Cys C and β-amyloid may co-deposit in the micro vascular wall of the brain, which may increase cerebral vascular injury and thus aggravate the occurrence and progression of cognitive dysfunction [25]. (3) Moreover, Cys C is also engaged in apoptosis, oxidative stress, neuronal regeneration and neurodegeneration, which may impair cognitive function [26]. Numerous studies have reported a relationship between serum Cys C and neurodegenerative diseases such as Alzheimer’s and Parkinson’s disease [27, 28], suggesting that high serum levels of Cys C can accelerate the development of these diseases. In addition, similarly to what has been previously reported, patients with higher Cys C concentration appear to present with high risk of depression [29, 30]. However, in previous studies the majority of the participants were elderly people, with few studies exploring changes in Cys C levels in depressed patients in the general population. Furthermore, these previous studies have not explored the serum Cys C in relation to depressive symptoms and suicidal ideation.

In order to develop a better understanding of the potential association between serum Cys C levels and depressive symptoms, and to further explore its association with suicidal ideation, we assayed for Cys C in the general population.

Materials and methods

Participants

A total of 159 patients diagnosed with MDD were recruited from the Department of Psychiatry and Clinical Psychology at the People’s Hospital of Wuhan University from January 2019 to November 2020. Among them, 29 were excluded, 18 refused to participate in the examination, and 11 were unable to determine whether or not they had a family history of depression because their families had not been formally diagnosed. The remaining 130 patients were included in the final analysis. A total of 112 healthy volunteers were recruited healthy controls via the Internet in Hubei Province to form the control group. In total, the study included 130 patients with depression [aged 30.00 (20.75–50.00) years; 49 males] and 112 healthy controls without family history of depression or mental disorders [aged 31.00 (21.00–50.25) years; 44 males]. The diagnosis of depression was made according to the International Classification of Diseases-10 criteria (ICD-10) (https://icd.who.int/browse10/2016/en). Depressive symptoms were assessed with the 24-item Hamilton Depression Scale (HAMD-24) by a long-term trained psychologist [31]. Patients with a HAMD-24 test score ≥ 20 were included in this study. The Baker Suicidal Ideation Scale (SSI) was used to evaluate the presence of suicidal ideation [32, 33]. Exclusion criteria included: use of antidepressants, severe somatic and brain organic diseases, family history of psychiatric disorders and any other psychotic disorders, tumors, diabetes, kidney or heart diseases, acute inflammation and other causes of inflammation. The study protocol was approved by the Medical Ethics Review Committee of Renmin Hospital, Wuhan University, China (WDRY2021-K041). All participants signed a written informed consent before they were included in the study. All serum samples were obtained from the consenting volunteers. A smoker was defined as an individual who smoked either daily or occasionally in the 1 month preceding the time of survey [34]. Alcoholic consumption is often defined by whether or not drinking in the past year or six months or one month [35]. A traumatic life event is an extremely stressful event in which a person experiences or witnesses someone else’s of experience serious or even life-threatening injuries [36].

Blood sampling and analysis

Participants fasted after 8:00 pm the day before the examination, and 5 ml of venous blood was collected from the elbow between 7:00 am to 9:00 am on the day before the examination. Serum specimens were obtained by centrifugation for 10 min at 3500 rpm and stored at − 80 °C until analysis. Serum Cys C levels were measured by Advia 2400 automatic biochemistry analyzer (Siemens, Erlangen, Germany; Serial Number: CA1258000740074). The Cys C reagent was purchased from Dako company in the United States (Cat. No.: LX004). Particle enhanced immunoturbidimetric assay was used for the detection of serum Cys C. Furthermore, serum levels of urea, creatinine (Cr), uric acid (UA), estimate glomerular filtration rate (eGFR), high-sensitivity C-reactive protein (hs-CRP) were also analyzed.

Statistical analysis

All statistical analyses were performed using Graphpad Prism 7.0, IBM SPSS Statistics 22.0 and R version 3.6.3 (www.r-project.org). The means±standard deviation (SD) were used to describe the measurement data that obeyed the normal distribution, whereas, the median with the interquartile range (IQR) was used for data that did not obey the normal distribution. All categorical variables, such as gender, were expressed by frequencies (percent) and compared using the chi-squared test. Mann Whitney U test was used to compare the mean values between two the groups of non-normally distributed data. Independent sample t-test was used to compare the mean values between the two groups of normally distributed data. Generalized linear regression was performed to examine the relationship between serum levels of Cys C and HAMD-24 scores. Serum Cys C was divided into quartiles (quartile 4: ≥75th, quartile 2: 25–50th, quartile 3: 50–75th, quartile 1: < 25th percentile) [37]. Logistic regression was used to examine the associations between serum levels of Cys C and suicidal ideation, with quartile 1 serving as the reference category. The crude model had no adjustment. Model 1 was adjusted for age, gender distribution, smoking, alcohol consumption, family history of depression and traumatic life events. Model 2 was adjusted for the same variables as Model 1 as well as Urea, Cr, UA, eGFR and hs-CRP. To further investigate the relationship between serum Cys C levels and suicidal ideation, restricted cubic spline analysis was conducted in a fully adjusted model. A double-tailed p value < 0.05 was considered statistically significant.

Results

The clinical characteristics of the MDD patients and the characteristics of the healthy controls are presented in Table 1. All the indicators assessed in this sample were included. The MDD and control groups did not significantly differ in terms of age [MDD: 30.00 (20.75–50.00) years; controls: 31.00 (21.00–50.25) years]. Furthermore, the MDD and control groups did not show any significant differences in terms of gender distribution, smoking, and alcohol consumption (all p > 0.05). The analysis indicated that serum Cys C levels were higher in MDD patients than in healthy controls (p = 0.001) (Table 1).

Table 1 Clinical characteristics of control group and MDD patients
Full size table

Table 2 shows the relationship between serum Cys C level and HAMD-24 score. The crude regression coefficient of HAMD-24 score was 21.294 (95% confidence interval: 7.137, 35.451), indicating that serum Cys C level was positively correlated with HAMD-24 score (p = 0.003). After adjustment for age, gender distribution, smoking, alcohol consumption, family history of depression and traumatic life events in Model 1, higher serum Cys C levels were significantly related to a high HAMD-24 score (p = 0.012), with a regression coefficient of 20.497 (95%CI: 4.622, 36.371). This association remained statistically significant after additionally controlling for Urea, Cr, UA, eGFR and hs-CRP in Model 2 (p = 0.005). The fully adjusted regression coefficient was 30.339 (95%CI: 9.602, 51.077).

Table 2 Association of HAMD-24 scores with serum Cys C levels in MDD patients
Full size table

In addition, the clinical manifestations of various depressive episodes in patients with MDD were analyzed. The results showed a non-significant statistical difference in the serum Cys C level between patients with or without the following clinical characteristics: family history of depression and previous depression (all p > 0.05). The serum Cys C concentration of female depressed patients was lower than that of males (p <  0.001). The concentration of serum Cys C in patients with suicidal ideation was higher than those without suicidal ideation (p = 0.001) (Table 3).

Table 3 Comparison of Cys C serum concentrations (mg/L) in MDD patients with different clinical picture of depressive episodes
Full size table

In order to further analyze the correlation between suicidal ideation and serum Cys C level, we divided patients into Cys C quartiles and calculated odds ratios of suicidal ideation, taking patients in the first Cys C quartile as the reference (Table 4). The multivariate adjusted odds ratio for suicidal ideation showed an association between suicidal ideation and serum Cys C levels. Serum Cys C concentration was positively associated with suicidal ideation in the crude model (p = 0.011). The results were similar after adjustment for age, gender distribution, smoking, alcohol, family history of depression and traumatic life events in Model 1 (p = 0.011). Furthermore, this association remained statistically significant after additionally controlling for Urea, Cr, UA, eGFR and hs-CRP in Model 2 (p = 0.015). The fully adjusted OR of suicidal ideation in Model 2 was 9.753 (95%CI: 1.520, 62.575) in quartile 4 of serum Cys C levels (the highest) versus quartile 1 (the lowest). At the same time, restrictive cubic spline analysis also showed that serum Cys C level was positively correlated with suicidal ideation (Fig. 1).

Table 4 Association of suicidal ideation with serum Cys C in MDD patients
Full size table
Fig. 1
figure 1

Restricted cubic spline model of the odds ratios of suicidal ideation with serum Cys C. The dashed lines represent the 95% confidence intervals. Cys C: serum Cystatin C. Serum Cys C level was positively correlated with suicidal ideation

Full size image

Discussion

MDD, with severe impairment in cognitive and social functioning, is a common and complex psychiatric disorder characterized by persistent low mood, loss of interest and lack of energy. MDD has been considered as a multifactorial disorder with neurological, genetic and environmental factors contributing to the overall risk [38,39,40]. However, the mechanisms of these risk factors are still unknown.

In this retrospective study of MDD patients, we found a positive correlation between serum Cys C level and HAMD-24 score, which remained significant after controlling for potential confounding factors. These effects were independent of gender distribution, age, smoking, alcohol consumption, family history of depression, traumatic life events, Urea, Cr, UA, eGFR and hs-CRP. Similar results were observed between serum Cys C levels and suicidal ideation when adjusting for all of the above covariates. To the best of our knowledge, this is the first study that investigates the associations between serum Cys C levels and depressive symptoms and suicidal ideation.

Several studies have examined a potential link between Cys C levels and depression [29, 30, 41]. A study that enrolled 1440 Chinese older adults (> 60 years old) found a detrimental relationship between high serum Cys C levels and the risk of depression [29]. Another prospective cohort study of 11,847 Chinese people (> 45 years old) by Li H et al. [41] showed that high levels of Cys C were associated with an increased risk of depression. They calculated the risk of depression using a corrected Poission regression model and found that the association between serum Cys C and the risk of depression remained significant after adjustment for multiple covariance. Consistent with the above findings, our results show that serum Cys C not only is associated with depression; but also demonstrated - for the first time, that high serum Cys C is closely related to the severity of depressive symptoms. This latter association persists after controlling for multiple potentially confounding variables. We speculate that cystatin C may play an important role in the pathogenesis of depression.

Cys C exerts its biological functions in multiple aspects of biological activity and nerve physiology [42] and therefore, it may affect the risk of depression in a variety of ways. First, serum Cys C is associated with inflammation [43] and affects neutrophils migration [44, 45]. This promotes the secretion of pro-inflammatory cytokines such as IFN-γ and TNF [46], which may impair the function of the brain serotonin system, then activate the hypothalamic-pituitary-adrenal axis, and eventually cause depressive symptoms through the inflammatory pathway. Second, another mechanism by which Cys C may influence the risk of depression is through apoptosis. This can directly or indirectly lead to depression [26]. Cys C induces neuronal apoptosis by increasing the level of active caspinase-9 protein and decreasing the level of B-cell leukemia 2 (Bcl-2) in the Jun-terminal kinase (JNK) dependent pathway [47], which may be an important risk factor for depression [48]. The last possible mechanism is that cystatin C is related to oxidative stress, which plays an important role in depression [49]. Studies have previously shown that oxidative stress can up-regulate the concentration of Cys C in the nervous and cardiovascular system. The increase of Cys C level induced by oxidative stress may be mediated by reactive oxygen species (including hydrogen peroxide, superoxide anion, hydroxyl radical, etc.), but the specific mechanism is still unclear [50, 51]. The abnormally elevated level of Cys C in MDD patients may be explained by the above mechanisms.

Interestingly, the present study also found that the serum Cys C level of patients with suicidal ideation was higher than that of patients without suicidal ideation, suggesting that serum Cys C level has a significant relationship with suicidal ideation in MDD patients. Although, a wealth of previous studies has provided valuable insights on the association between serum Cys C and depression; no one has studied the relationship between Cys C and suicidal ideation in patients with depression. The present study found that high serum Cys C level is a risk factor for suicidal ideation, suggesting that Cys C may be involved in the pathogenesis of suicidal ideation in patients with depression, but the specific mechanism has not yet been clarified.

One potential pathway could be that changes in Cys C levels may related to increased neuronal inflammation, which may increase suicidal tendencies in people with depression. Some inflammatory factors, such as IL-6 and TNF-α, affect the risk of suicide in patients with depression by impacting the serotonergic system [52,53,54]. A second potential pathway, could be that Cys C plays an important role in inducing neuronal apoptosis [15, 47]; and polyamine-mediated apoptosis leads to the reduction of neurodegenerative gray matter volume, which is related to the susceptibility to suicide [48]. A third mechanism by which Cys C may influence suicidal ideation in MDD patients is through destruction of white matter. Mutations in the CST3 gene, which encodes cystatin C, increase cathepsin activity, leading to white matter damage [55], which may be related to suicide [56]. A fourth mechanism may be through brain amyloid deposition: Cys C, as one of the few amyloid-forming proteins, can also be deposited along with β-amyloid in the microscopic blood vessel walls of the brain, increasing cerebrovascular damage. These amyloid deposits have been linked to treatment-resistant depression and may play a significant role in the risk of suicide in depression [57]. In the present study, the relationship between changes of Cys C level and suicidal ideation in MDD patients may be explained by the above mechanisms, however, the specific mechanism remains to be clarified in future studies.

Although our results add useful knowledge to the field, it is important to note some limitations, such as: the sample size was relatively small, and there were many interfering factors in the results. For example, the relationship between Cys C level and suicidal ideation was analyzed without considering other confounding factors. Other limitations include: the relatively limited source of the study, which involved only some regions; the fact that prescribed medications were not controlled; the different eligibility criteria applied to study patients and controls may have introduced systematic biases. In addition, it was a case-control study and therefore, cross-sectionality is a major limitation, which meant that the study could only show associations and not causality.

Despite these limitations, our results clearly demonstrate that serum Cys C levels are associated with the depressive symptoms and suicidal ideation in MDD patients. This may be a potential biomarker for depression and suicidal ideation. However, the current research on the mechanism of Cys C and depression and suicidal ideation is not comprehensive. Therefore, larger sample size studies will still be needed to demonstrate a more robust relationship between serum Cys C and depression and suicidal ideation.

Availability of data and materials

The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.

Abbreviations

Cys C:

Serum Cystatin C

MDD:

major depressive disorder

HAMD-24:

24-item Hamilton Depression Scale

WHO:

World Health Organization

ICD-10:

International Classification of Diseases-10 criteria

SI:

suicidal ideation

Cr:

creatinine

UA:

uric acid

hs-CRP:

high-sensitivity C-reactive protein

eGFR:

estimate glomerular filtration rate

References

  1. Toenders YJ, Schmaal L, Harrison BJ, Dinga R, Berk M, Davey CG. Neurovegetative symptom subtypes in young people with major depressive disorder and their structural brain correlates. Transl Psychiatry. 2020;10(1):108. https://doi.org/10.1038/s41398-020-0787-9.

    Article  PubMed  PubMed Central  Google Scholar 

  2. Visentin APV, Colombo R, Scotton E, Fracasso DS, da Rosa AR, Branco CS, et al. Targeting inflammatory-mitochondrial response in major depression: current evidence and further challenges. Oxidative Med Cell Longev. 2020;2020:2972968–20. https://doi.org/10.1155/2020/2972968.

    Article  CAS  Google Scholar 

  3. Malhi GS, Mann JJ. Depression. Expression Lancet. 2018;392(10161):2299–312. https://doi.org/10.1016/S0140-6736(18)31948-2.

    Article  Google Scholar 

  4. Holma KM, Haukka J, Suominen K, Valtonen HM, Mantere O, Melartin TK, et al. Differences in incidence of suicide attempts between bipolar I and II disorders and major depressive disorder. Bipolar Disord. 2014;16(6):652–61. https://doi.org/10.1111/bdi.12195.

    Article  PubMed  Google Scholar 

  5. Ai M, Wang J, Chen J, Wang W, Xu X, Gan Y, et al. Plasma brain-derived neurotrophic factor (BDNF) concentration and the BDNF Val66Met polymorphism in suicide: a prospective study in patients with depressive disorder. Pharmgenomics Pers Med. 2019;12:97–106. https://doi.org/10.2147/PGPM.S201187.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. WHO (2017). Depression fact sheet. Available online at: http://www.who.int/ mediacentre/ factsheets/fs369/en/ (accessed April, 2020).

  7. Islam MR, Islam MR, Shalahuddin Qusar MMA, Islam MS, Kabir MH, Mustafizur Rahman GKM, et al. Alterations of serum macro-minerals and trace elements are associated with major depressive disorder: a case-control study. BMC Psychiatry. 2018;18(1):94. https://doi.org/10.1186/s12888-018-1685-z.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Islam MR, Islam MR, Ahmed I, Moktadir AA, Nahar Z, Islam MS, et al. Elevated serum levels of malondialdehyde and cortisol are associated with major depressive disorder: a case-control study. SAGE Open Med. 2018;6:2050312118773953. https://doi.org/10.1177/2050312118773953.

    Article  PubMed  PubMed Central  Google Scholar 

  9. Zeng Q, Huang Z, Wei L, Fang J, Lin K. Correlations of serum cystatin C level and gene polymorphism with vascular cognitive impairment after acute cerebral infarction. Neurol Sci. 2019;40(5):1049–54. https://doi.org/10.1007/s10072-019-03777-8.

    Article  PubMed  Google Scholar 

  10. Kim JW, Szigethy EM, Melhem NM, Saghafi EM, Brent DA. Inflammatory markers and the pathogenesis of pediatric depression and suicide: a systematic review of the literature. J Clin Psychiatry. 2014;75(11):1242–53. https://doi.org/10.4088/JCP.13r08898.

    Article  PubMed  Google Scholar 

  11. Koo JW, Russo SJ, Ferguson D, Nestler EJ, Duman RS. Nuclear factor-kappaB is a critical mediator of stress-impaired neurogenesis and depressive behavior. Proc Natl Acad Sci U S A. 2010;107(6):2669–74. https://doi.org/10.1073/pnas.0910658107.

    Article  PubMed  PubMed Central  Google Scholar 

  12. Nishuty NL, Khandoker MMH, Karmoker JR, Ferdous S, Shahriar M, Qusar MMAS, et al. Evaluation of serum Interleukin-6 and C-reactive protein levels in drug-naïve major depressive disorder patients. Cureus. 2019;11(1):e3868. https://doi.org/10.7759/cureus.3868.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Anjum S, Qusar MMAS, Shahriar M, Islam SMA, Bhuiyan MA, Islam MR. Altered serum interleukin-7 and interleukin-10 are associated with drug-free major depressive disorder. Ther Adv Psychopharmacol. 2020;10:2045125320916655. https://doi.org/10.1177/2045125320916655.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Das R, Emon MPZ, Shahriar M, Nahar Z, Islam SMA, Bhuiyan MA, et al. Higher levels of serum IL-1β and TNF-α are associated with an increased probability of major depressive disorder. Psychiatry Res. 2021;295:113568. https://doi.org/10.1016/j.psychres.2020.113568.

    Article  CAS  PubMed  Google Scholar 

  15. Nagai A, Terashima M, Sheikh AM, et al. Involvement of cystatin C in pathophysiology of CNS diseases. Front Biosci. 2008;13(13):3470–9. https://doi.org/10.2741/2941.

    Article  CAS  PubMed  Google Scholar 

  16. Warfel AH, Zucker-Franklin D, Frangione B, Ghiso J. Constitutive secretion of cystatin C (gamma-trace) by monocytes and macrophages and its downregulation after stimulation. J Exp Med. 1987;166(6):1912–7. https://doi.org/10.1084/jem.166.6.1912.

    Article  CAS  PubMed  Google Scholar 

  17. Wilson ME, Boumaza I, Bowser R. Measurement of cystatin C functional activity in the cerebrospinal fluid of amyotrophic lateral sclerosis and control subjects. Fluids Barriers CNS. 2013;10(1):15. https://doi.org/10.1186/2045-8118-10-15.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Ying GX, Huang C, Jiang ZH, Liu X, Jing NH, Zhou CF. Up-regulation of cystatin C expression in the murine hippocampus following perforant path transections. Neuroscience. 2002;112(2):289–98. https://doi.org/10.1016/s0306-4522(02)00083-0.

    Article  CAS  PubMed  Google Scholar 

  19. Banasr M, Duman RS. Glial loss in the prefrontal cortex is sufficient to induce depressive-like behaviors. Biol Psychiatry. 2008;64(10):863–70. https://doi.org/10.1016/j.biopsych.2008.06.008.

    Article  PubMed  PubMed Central  Google Scholar 

  20. Rajkowska G. Postmortem studies in mood disorders indicate altered numbers of neurons and glial cells. Biol Psychiatry. 2000;48(8):766–77. https://doi.org/10.1016/s0006-3223(00)00950-1.

    Article  CAS  PubMed  Google Scholar 

  21. Torres-Platas SG, Nagy C, Wakid M, Turecki G, Mechawar N. Glial fibrillary acidic protein is differentially expressed across cortical and subcortical regions in healthy brains and downregulated in the thalamus and caudate nucleus of depressed suicides. Mol Psychiatry. 2016;21(4):509–15. https://doi.org/10.1038/mp.2015.65.

    Article  CAS  PubMed  Google Scholar 

  22. Emon MPZ, Das R, Nishuty NL, Shalahuddin Qusar MMA, Bhuiyan MA, Islam MR. Reduced serum BDNF levels are associated with the increased risk for developing MDD: a case-control study with or without antidepressant therapy. BMC Res Notes. 2020;13(1):83. https://doi.org/10.1186/s13104-020-04952-3.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Zhang S, Luo Y, Dong Z, Chen X, Cheng X, Dong Q, et al. Impact of periventricular hyperintensities and cystatin C on different cognitive domains in the population of non-demented elderly Chinese. J Clin Neurosci. 2019;68:201–10. https://doi.org/10.1016/j.jocn.2019.05.053.

    Article  CAS  PubMed  Google Scholar 

  24. van Dooren FE, Schram MT, Schalkwijk CG, et al. Associations of low grade inflammation and endothelial dysfunction with depression - the Maastricht study. Brain Behav Immun. 2016;56:390–6. https://doi.org/10.1016/j.bbi.2016.03.004.

    Article  CAS  PubMed  Google Scholar 

  25. Sun B, Zhou Y, Halabisky B, Lo I, Cho SH, Mueller-Steiner S, et al. Cystatin C-cathepsin B axis regulates amyloid beta levels and associated neuronal deficits in an animal model of Alzheimer's disease. Neuron. 2008;60(2):247–57. https://doi.org/10.1016/j.neuron.2008.10.001.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  26. Ghidoni R, Paterlini A, Albertini V, Glionna M, Monti E, Schiaffonati L, et al. Cystatin C is released in association with exosomes: a new tool of neuronal communication which is unbalanced in Alzheimer's disease. Neurobiol Aging. 2011;32(8):1435–42. https://doi.org/10.1016/j.neurobiolaging.2009.08.013.

    Article  CAS  PubMed  Google Scholar 

  27. Chen WW, Cheng X, Zhang X, Zhang QS, Sun HQ, Huang WJ, et al. The expression features of serum cystatin C and homocysteine of Parkinson's disease with mild cognitive dysfunction. Eur Rev Med Pharmacol Sci. 2015;19(16):2957–63.

    PubMed  Google Scholar 

  28. Tizon B, Ribe EM, Mi W, Troy CM, Levy E. Cystatin C protects neuronal cells from amyloid-beta-induced toxicity. J Alzheimers Dis. 2010;19(3):885–94. https://doi.org/10.3233/JAD-2010-1291.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  29. Wu L, Yan Z, Jiang H, Xing H, Li H, Qiu C. Serum cystatin C, impaired kidney function, and geriatric depressive symptoms among older people living in a rural area: a population-based study. BMC Geriatr. 2018;18(1):265. https://doi.org/10.1186/s12877-018-0957-2.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  30. Minev E, Unruh M, Shlipak MG, Simsonick E, Yaffe K, Leak TS, et al. Association of cystatin C and depression in healthy elders: the health, aging and body composition study. Nephron Clin Pract. 2010;116(3):c241–6. https://doi.org/10.1159/000317205.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  31. Hamilton M. A rating scale for depression. J Neurol Neurosurg Psychiatry. 1960;23(1):56–62. https://doi.org/10.1136/jnnp.23.1.56.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  32. Beck AT, Kovacs M, Weissman A. Assessment of suicidal intention: the scale for suicide ideation. J Consult Clin Psychol. 1979;47(2):343–52. https://doi.org/10.1037//0022-006x.47.2.343.

    Article  CAS  PubMed  Google Scholar 

  33. Steer RA, Rissmiller DJ, Ranieri WF, Beck AT. Dimensions of suicidal ideation in psychiatric inpatients. Behav Res Ther. 1993;31(2):229–36. https://doi.org/10.1016/0005-7967(93)90090-h.

    Article  CAS  PubMed  Google Scholar 

  34. Chen JX, Feng JH, Zhang LG, Liu Y, Yang FD, Wang SL, et al. Association of serum uric acid levels with suicide risk in female patients with major depressive disorder: a comparative cross-sectional study. BMC Psychiatry. 2020;20(1):477. https://doi.org/10.1186/s12888-020-02891-8.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  35. O'Leary-Barrett M, Mackie CJ, Castellanos-Ryan N, Al-Khudhairy N, Conrod PJ. Personality-targeted interventions delay uptake of drinking and decrease risk of alcohol-related problems when delivered by teachers. J Am Acad Child Adolesc Psychiatry. 2010;49(9):954–63. https://doi.org/10.1016/j.jaac.2010.04.011.

    Article  PubMed  Google Scholar 

  36. Balandiz H, Bolu A. Forensic mental health evaluations of military personnel with traumatic life event, in a university hospital in Ankara, Turkey. J Forensic Leg Med. 2017;51:51–6. https://doi.org/10.1016/j.jflm.2017.07.018.

    Article  PubMed  Google Scholar 

  37. Li D, Tong Y, Li Y. Dietary Fiber Is Inversely Associated With Depressive Symptoms in Premenopausal Women. Front Neurosci. 2020;14:373. Published 2020 May 6. doi:https://doi.org/10.3389/fnins.2020.00373.

  38. Riya S, Sultana S, Daria S, Proma MA, Bhuiyan MA, Haque MA, et al. Evaluation of serum lysophosphatidic acid and Lysophosphatidylcholine levels in major depressive disorder patients. Cureus. 2020;12(12):e12388. https://doi.org/10.7759/cureus.12388.

    Article  PubMed  PubMed Central  Google Scholar 

  39. Ali S, Nahar Z, Rahman MR, Islam SMA, Bhuiyan MA, Islam MR. Serum insulin-like growth factor-1 and relaxin-3 are linked with major depressive disorder. Asian J Psychiatr. 2020;53:102164. https://doi.org/10.1016/j.ajp.2020.102164.

    Article  PubMed  Google Scholar 

  40. Das R, Emon MPZ, Chowdhury SF, Huque S, Zahan T, Islam MR. Evaluation of Serum Glial Cell Line-derived Neurotrophic Factor in Bangladeshi Major Depressive Disorder Patients. Cureus. 2019;11(11):e6081. Published 2019 Nov 6. doi:https://doi.org/10.7759/cureus.6081.

  41. Li H, Wang A, Qi G, Guo J, Li X, Wang W, et al. Cystatin C and risk of new-onset depressive symptoms among individuals with a normal creatinine-based estimated glomerular filtration rate: a prospective cohort study. Psychiatry Res. 2019;273:75–81. https://doi.org/10.1016/j.psychres.2019.01.009.

    Article  CAS  PubMed  Google Scholar 

  42. Mussap M, Plebani M. Biochemistry and clinical role of human cystatin C. Crit Rev Clin Lab Sci. 2004;41(5–6):467–550. https://doi.org/10.1080/10408360490504934.

    Article  CAS  PubMed  Google Scholar 

  43. Daria S, Proma MA, Shahriar M, Islam SMA, Bhuiyan MA, Islam MR. Serum interferon-gamma level is associated with drug-naïve major depressive disorder. SAGE Open Med. 2020;8:2050312120974169. https://doi.org/10.1177/2050312120974169.

    Article  PubMed  PubMed Central  Google Scholar 

  44. Arpegård J, Ostergren J, de Faire U, Hansson LO, Svensson P. Cystatin C--a marker of peripheral atherosclerotic disease? Atherosclerosis. 2008;199(2):397–401. https://doi.org/10.1016/j.atherosclerosis.2007.11.025.

    Article  CAS  PubMed  Google Scholar 

  45. Yalcin S, Ulas T, Eren MA, Aydogan H, Camuzcuoglu A, Kucuk A, et al. Relationship between oxidative stress parameters and cystatin C levels in patients with severe preeclampsia. Medicina (Kaunas). 2013;49(3):118–23. https://doi.org/10.3390/medicina49030019.

    Article  Google Scholar 

  46. Zi M, Xu Y. Involvement of cystatin C in immunity and apoptosis. Immunol Lett. 2018;196:80–90. https://doi.org/10.1016/j.imlet.2018.01.006.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  47. Xu Y, Ding Y, Li X, Wu X. Cystatin C is a disease-associated protein subject to multiple regulation. Immunol Cell Biol. 2015;93(5):442–51. https://doi.org/10.1038/icb.2014.121.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  48. Le-Niculescu H, Levey DF, Ayalew M, et al. Discovery and validation of blood biomarkers for suicidality. Mol Psychiatry. 2013;18(12):1249–64. https://doi.org/10.1038/mp.2013.95.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  49. Islam MR, Ali S, Karmoker JR, Kadir MF, Ahmed MU, Nahar Z, et al. Evaluation of serum amino acids and non-enzymatic antioxidants in drug-naïve first-episode major depressive disorder. BMC Psychiatry. 2020;20(1):333. https://doi.org/10.1186/s12888-020-02738-2.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  50. Lee DC, Mason CW, Goodman CB, Holder MS, Kirksey OW, Womble TA, et al. Hydrogen peroxide induces lysosomal protease alterations in PC12 cells. Neurochem Res. 2007;32(9):1499–510. https://doi.org/10.1007/s11064-007-9338-5.

    Article  CAS  PubMed  Google Scholar 

  51. Wang B, Xie YC, Yang Z, Peng D, Wang J, Zhou S, et al. Lack of an association between Alzheimer's disease and the cystatin C (CST3) gene G73A polymorphism in mainland Chinese. Dement Geriatr Cogn Disord. 2008;25(5):461–4. https://doi.org/10.1159/000125670.

    Article  CAS  PubMed  Google Scholar 

  52. Brundin L, Bryleva EY, Thirtamara RK. Role of inflammation in suicide: from mechanisms to treatment. Neuropsychopharmacology. 2017;42(1):271–83. https://doi.org/10.1038/npp.2016.116.

    Article  CAS  PubMed  Google Scholar 

  53. Pandey GN, Rizavi HS, Ren X, Fareed J, Hoppensteadt DA, Roberts RC, et al. Proinflammatory cytokines in the prefrontal cortex of teenage suicide victims. J Psychiatr Res. 2012;46(1):57–63. https://doi.org/10.1016/j.jpsychires.2011.08.006.

    Article  PubMed  Google Scholar 

  54. Yamada K, Iida R, Miyamoto Y, Saito K, Sekikawa K, Seishima M, et al. Neurobehavioral alterations in mice with a targeted deletion of the tumor necrosis factor-alpha gene: implications for emotional behavior. J Neuroimmunol. 2000;111(1-2):131–8. https://doi.org/10.1016/s0165-5728(00)00375-1.

    Article  CAS  PubMed  Google Scholar 

  55. Mitaki S, Nagai A, Sheikh AM, Terashima M, Isomura M, Nabika T, et al. Contribution of cystatin C gene polymorphisms to cerebral white matter lesions. Cerebrovasc Dis. 2011;32(5):489–96. https://doi.org/10.1159/000331921.

    Article  CAS  PubMed  Google Scholar 

  56. Jia Z, Huang X, Wu Q, Zhang T, Lui S, Zhang J, et al. High-field magnetic resonance imaging of suicidality in patients with major depressive disorder. Am J Psychiatry. 2010;167(11):1381–90. https://doi.org/10.1176/appi.ajp.2010.09101513.

    Article  PubMed  Google Scholar 

  57. Conejero I, Navucet S, Keller J, Olié E, Courtet P, Gabelle A. A complex relationship between suicide, dementia, and amyloid: a narrative review. Front Neurosci. 2018;12:371. https://doi.org/10.3389/fnins.2018.00371.

    Article  PubMed  PubMed Central  Google Scholar 

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Acknowledgements

All authors have contributed significantly and agreed with the content of the manuscript. We are grateful to all the people who participated in our study.

Funding

The National Natural Science Foundation of China (81772265) have contributed to analysis and interpretation of data.

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Authors and Affiliations

  1. Department of Clinical Laboratory, Renmin Hospital of Wuhan University, No. 99 Zhangzhidong Road, Wuchang District, Wuhan, 430060, China

    Ting Sun, Qian Chen & Yan Li

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  1. Ting Sun
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Contributions

Ting Sun:Methodology, Data analysis, Formal analysis, Writing - original draft. Qian Chen: Investigation. Yan Li: Funding acquisition, Data curation, Supervision, Validation. The author(s) read and approved the final manuscript.

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Correspondence to Yan Li.

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The study was approved by the Medical Ethics Review Committee of Renmin Hospital, Wuhan University, China (WDRY2021-K041). Informed consent was obtained from all participants. All procedures performed in this study involving human participants were in accordance with the 1964 Helsinki declaration and its later amendments. The subjects’confidentiality was protected by ensuring that the data were addressed in anonymous mode with personal information appropriately deidentified. All the answers were collected by close-ended categorical items at the beginning of the questionnaire.

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The authors have declared no conflicts of interest.

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Sun, T., Chen, Q. & Li, Y. Associations of serum cystatin C with depressive symptoms and suicidal ideation in major depressive disorder. BMC Psychiatry 21, 576 (2021). https://doi.org/10.1186/s12888-021-03509-3

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Keywords

BMC Psychiatry

ISSN: 1471-244X

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