Abstract
We have previously reported the altered expressions of HSPF1 and LIM in the lymphoblastoid cell lines (LCLs) derived from Japanese patients with bipolar disorder (bipolar I disorder). The altered expression at the LCL level would be useful for developing diagnostic markers as well as a cellular model for bipolar disorder. In this study, we extended our previous study by measuring their expressions using the following samples: (1) larger number of LCLs from Japanese subjects, (2) LCLs from Caucasian subjects, and (3) LCLs from patients with bipolar II disorder or schizophrenia. We confirmed the increased expression of HSPF1 (P=0.009) and decreased expression of LIM (P=0.001) in the LCLs from patients with Japanese bipolar I disorder. These altered expressions were also observed in those from patients with Japanese bipolar II disorder (P=0.002 for HSPF1 and P=0.072 for LIM). We also found the altered expressions of HSPF1 in LCLs from Caucasian patients with bipolar II disorder (P=0.011) and LIM in those from patients with schizophrenia (P=0.001).
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Introduction
Bipolar I disorder (manic-depressive illness) is one of the major mental disorders and affects 1% of populations. It is characterized by recurrent depressive and manic episodes with the increased risk for suicide (Goodwin and Jamison 1990). Twin, adoption, and family studies clearly show that genetic factors are involved in the pathogenesis of bipolar disorder (Gershon and Cloninger 1994). Pharmacological evidence suggests the involvement of monoaminergic systems and intracellular second messenger systems in bipolar disorder (Manji and Potter 1997). However, the etiology or biological pathogenesis of bipolar disorder has not been established. Although many linkage and molecular genetic studies have been performed, the uncertainty of phenotype definition and complex mode of inheritance impede the understanding of bipolar disorder at the molecular level by conventional strategies (Kato 2001a).
Gene expression analysis such as DNA microarray has a great advantage to identify genes or cascades involved in the complex diseases in a nonbiased manner (Mirnics et al. 2001). We have previously performed DNA microarray analysis of postmortem brains of patients with mental disorders including bipolar disorder, major depression, and schizophrenia, and identified several altered gene expressions in patients with bipolar disorder (Iwamoto et al. 2004). By utilizing the microarray data, we searched the potential molecular markers for bipolar disorder in the lymphoblastoid cells lines (LCLs). Although LCLs transformed by Epstein-Barr virus are not neuronal cells, they have been used as a cellular model for human diseases such as hypertension (Gruska et al. 1997), diabetes mellitus (Pietruck et al. 1998), Alzheimer’s disease (Panov et al. 1999), Huntington’s disease (Panov et al. 1999), and bipolar disorder (Emamghoreishi et al. 2000; Kato et al. 2003). During the course of the previous study, we found that HSPF1 and LIM showed altered gene expressions in both postmortem brains and LCLs from Japanese patients with bipolar I disorder. Thus, these genes may be biologically and genetically important candidate genes for bipolar disorder (Iwamoto et al. 2004).
HSPF1 (HSP40) modulates the activity of HSP70 and directs unfolded proteins to HSP70, which leads to the translocation of proteins into mitochondria and endoplasmic reticulum (ER) (Fewell et al. 2001). The expression of HSPF1 was up-regulated in postmortem brains and the LCLs from patients with bipolar I disorder. LIM protein plays an important role in regulating the intracellular calcium level by linking calcium channel beta and protein kinase C (Maeno-Hikichi et al. 2003). In postmortem brains, the expression of LIM was up-regulated in all mental disorders tested (bipolar disorder, major depression, and schizophrenia). Conversely, the expression of LIM was significantly down-regulated in the LCLs from patients with bipolar I disorder (Iwamoto et al. 2004).
In this study, we tested the altered expression of these genes in a larger number of Japanese LCLs and LCLs from different ethnic groups. In addition, we examined the expressions of these genes in bipolar II disorder and schizophrenia. While bipolar I disorder involves major depressive episodes and manic state, bipolar II disorder is associated with major depressive episodes and hypomania.
Materials and methods
Subjects
Japanese patients with bipolar I disorder and bipolar II disorder as well as healthy volunteers that had no history of psychiatric illness were recruited. Of the 33 control subjects and 26 patients with bipolar I disorder, 11 and 14 samples, respectively, were reported in the previous report (Iwamoto et al. 2004). Diagnoses were made according to the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition (American Psychiatric Association). Blood was collected when patients were in the euthymic state. Written informed consent was obtained from all the subjects. LCLs from Caucasian subjects with bipolar I disorder (n=10), bipolar II disorder (n=14), schizophrenia (n=12), and unaffected control (n=13) were obtained from National Institute of Mental Health (NIMH) genetics initiative pedigrees. Controls were subjects who were married into the bipolar or schizophrenia pedigrees. They had no mental disorders or offspring with bipolar disorder or schizophrenia. The characteristics of patients and control subjects are listed in Table 1. This study was approved by the Ethics Committee of the Brain Science Institute, RIKEN.
Lymphoblastoid cells
LCLs were established using Epstein-Barr virus (Kato et al. 2002). Briefly, lymphocytes were separated from peripheral blood and cultured with RPMI 1640 medium containing 20% fetal bovine serum (FBS), appropriate antibiotics, and supernatant of the B95-8 cell culture infected by Epstein-Barr virus. The cells were passaged every week until the cell line was established. Thereafter, the cells were passaged three times a week using similar medium, except for addition of 10% FBS. The cells were kept frozen until the experiment.
RNA extraction, cDNA synthesis, and real-time quantitative PCR
Total RNA of LCL was extracted using Trizol reagent (Invitrogen, CA, USA) and then was treated with DNase I. Five micrograms of total RNA was used for cDNA synthesis by SuperScript II reverse transcriptase (Invitrogen). Real-time quantitative PCR using SYBR/GREEN I (Applied Biosystems, CA, USA) was performed with ABI PRISM 7900HT (Applied Biosystems). Comparative Ct method was employed for quantification according to the manufacture’s protocol (Applied Biosystems). GAPDH was used for normalization. Measurement of Ct was performed at least in triplicate. Measured expression values were divided by the mean expression value of control subjects. Amplification of a single product in RT-PCR was confirmed by monitoring the dissociation curve and agarose gel electrophoresis. Primer sequences were described before (Iwamoto et al. 2004).
Statistical analysis
Statistical analysis was performed using SPSS 11.0J software (SPSS Japan, Tokyo, Japan). Mann-Whitney U test was employed in the statistical analysis of expression levels. The Bonferroni correction was employed for multiple comparison. Spearman’s correlation coefficient was employed to examine the correlation between age and expression levels. P<0.05 (two tailed) was considered significant.
Results
In concordance with our previous study, the expression of HSPF1 in LCLs was significantly up-regulated (P=0.009) and the expression of LIM was down-regulated (P=0.001) in Japanese patients with bipolar I disorder compared with control subjects (Fig. 1). We found that the expression of HSPF1 was also up-regulated (P=0.002) and the expression of LIM tended to be down-regulated in Japanese patients with bipolar II disorder (P=0.072) compared with control subjects (Fig. 1). In the Caucasian samples, however, the expressions of HSPF1 and LIM were not statistically different (P=0.371 and P=0.235, respectively) between control subjects and patients with bipolar I disorder (Fig. 2). In Caucasian patients with bipolar II disorder, the expression of HSPF1 was significantly up-regulated (P=0.011) and the expression of LIM was not different from control subjects (P=0.418) (Fig. 2). In Caucasian patients with schizophrenia, the expression of HSPF1 was not altered (P=0.927), but we found significant down-regulation of LIM compared with control subjects (P=0.001) (Fig. 2).
When the Bonferroni correction was employed for multiple comparison, expression differences were still significant in HSPF1 (P=0.036 for Japanese patients with bipolar I, P=0.008 for Japanese patients with bipolar II, and P=0.044 for Caucasian patients with bipolar II disorders) and LIM (P=0.004 for Japanese patients with bipolar I disorder, P=0.004 for Caucasian patients with schizophrenia). We concluded that all of our major findings were still significant after this correction.
We next assessed the effects of age and gender on expressions of HSPF1 and LIM. We found no significant correlations between age of control subjects and expression of HSPF1 (R=−0.067, P=0.709, n=33 in Japanese control subjects; R=−0.158, P=0.663, n=10 in Caucasian control subjects), or LIM (R=−0.011, P=0.953, n=33 in Japanese control subjects; R=0.243, P=0.491, n=10 in Caucasian control subjects). We also found no correlations between age and expression levels when all samples were included in statistical analyses (R=0.004, P=0.968, n=118 for HSPF1; R=0.118, P=0.222, n=118 for LIM). There was no significant difference in the expression of HSPF1 or LIM with regard to gender in Japanese (P=0.534 for HSPF1 and P=0.114 for LIM) or Caucasian control subjects (P=0.517 for HSPF1 and P=0.517 for LIM). We also found no significant gender difference of the expression of HSPF1 or LIM when all samples were included in statistical analyses (P=0.190 for HSPF1, P=0.103 for LIM). We thus concluded that the expressions of HSPF1 and LIM in LCLs were not influenced by age or gender.
Discussion
Several groups have reported endophenotypes at the peripheral blood cell level in bipolar disorder (Yamawaki et al. 1998). Most of them imply the anomaly of intracellular calcium metabolism in bipolar disorder. These include the enhanced responses to serotonin (Okamoto et al. 1995; Berk et al. 1996; Hough et al. 1999), thrombin (Dubovsky et al. 1989; Kusumi et al. 1992; Hough et al. 1999), and platelet activating factor (Dubovsky et al. 1989) in platelets, enhanced calcium signaling (Hough et al. 1999), and decreased response to phytohemagglutinin in T lymphocytes (Eckert et al. 1994; Emamghoreishi et al. 1997). These results suggest that certain endophenotypes of bipolar disorder can be studied by using nonneuronal samples such as peripheral blood cells. At the LCL level, increased cytosolic calcium levels and altered calcium signaling responses regulated by store-operated calcium channel, mitochondria, and ER have been reported (Emamghoreishi et al. 1997; Emamghoreishi et al. 2000; Kato et al. 2003). In addition, several genes such as TRPC7, IMPA2 (Yoon et al. 2001a; Yoon et al. 2001b), and NDUFV2 (Washizuka et al. 2003) have been proposed to be differentially expressed in LCLs from patients with bipolar disorder.
In the previous study, we reported the altered expressions of HSPF1 and LIM in postmortem brains and LCLs from patients with bipolar disorder, both of which are considered to play important roles in the regulation of calcium signaling (Iwamoto et al. 2004). Since HSPF1 is involved in the translocation of proteins into mitochondria and ER (Fewell et al. 2001), the increased expression of HSPF1 might be involved in the aberration of protein translocation systems into mitochondria and ER, which in turn affects the functions of these organelles found in patients with bipolar disorder (Kato 2001b; Kakiuchi et al. 2003). On the other hand, LIM protein regulates the intracellular calcium level by linking calcium channel beta and protein kinase C (Maeno-Hikichi et al. 2003).
In the present study, we extended our previous study by increasing the number of Japanese LCL samples, and we confirmed the altered expressions of HSPF1 and LIM in patients with bipolar I disorder. Moreover, their altered expressions were also found in LCLs from Japanese bipolar II disorder. However, we could not confirm their altered expressions in the Caucasian bipolar I disorder samples. This is likely due to the ethnic difference, because the average expression level of LIM (but not HSPF1) in Caucasian controls was higher than in Japanese controls (P=0.006). Considering the limited number of Caucasian samples, however, we could not rule out the possibility that sample number was not enough to detect the expression differences. Otherwise, since Caucasian controls in our study were mainly selected from NIMH genetics initiative pedigrees, this might reflect a genetic predisposition to bipolar disorder in spouses of patients with bipolar disorder. There is a possibility that patients with bipolar disorder tend to be married to a subject with the same illness, called “assortative mating” (Mathews and Reus 2001). This finding, however, is controversial (Mathews and Reus 2001).
As predicted, the expression of HSPF1 was not increased in LCLs from patients with schizophrenia, since increased expression was found only in postmortem brains of patients with bipolar disorder and not in those with schizophrenia (Iwamoto et al. 2004). In addition, we found that the expression of LIM was down-regulated in patients with schizophrenia. Decreased expression of LIM in LCLs from patients with schizophrenia was in agreement with the previous microarray results that showed altered expression of LIM in postmortem brains of three mental disorders (bipolar disorder, major depression, and schizophrenia) (Iwamoto et al. 2004). This suggests that there may be differences of certain phenotypes at the LCL level such as intracellular calcium metabolism in schizophrenia (Lidow 2003). Decreased expression of LIM in schizophrenia, however, should be examined in a larger LCL sample and those derived from different ethnic groups.
Considering the fact that gene expressions in LCLs may reflect their genetic backgrounds (Cheung et al. 2003), the results should be carefully interpreted with regard to the effects of interindividual and ethnic differences. Indeed, we found such considerable differences in the expression values of LCLs. Our discriminant analysis using expression data of HSPF1 and LIM could not correctly classify the control subjects and patients with bipolar disorder (data not shown). Use of more differentially expressed genes, such as IMPA2, TRPC7 and NDUFV2, might improve the diagnostic values of gene-expression analysis.
In conclusion, we could confirm the altered expressions of HSPF1 and LIM in LCLs from Japanese patients with bipolar I disorder. These altered expressions were also found in Japanese patients with bipolar II disorder. In the Caucasian samples, although we could not confirm all of our previous findings, we found the altered expressions of HSPF1 in LCLs from patients with bipolar II disorder and LIM in those with schizophrenia.
References
Berk M, Kirchmann NH, Butkow N (1996) Lithium blocks 45Ca2+ uptake into platelets in bipolar affective disorder and controls. Clin Neuropharmacol 19:48–51
Cheung VG, Conlin LK, Weber TM, Arcaro M, Jen KY, Morley M, Spielman RS (2003) Natural variation in human gene expression assessed in lymphoblastoid cells. Nat Genet 33:422–425
Dubovsky SL, Christiano J, Daniell LC, Franks RD, Murphy J, Adler L, Baker N, Harris RA (1989) Increased platelet intracellular calcium concentration in patients with bipolar affective disorders. Arch Gen Psychiatry 46:632–638
Eckert A, Gann H, Riemann D, Aldenhoff J, Muller WE (1994) Platelet and lymphocyte free intracellular calcium in affective disorders. Eur Arch Psychiatry Clin Neurosci 243:235–239
Emamghoreishi M, Schlichter L, Li PP, Parikh S, Sen J, Kamble A, Warsh JJ (1997) High intracellular calcium concentrations in transformed lymphoblasts from subjects with bipolar I disorder. Am J Psychiatry 154:976–982
Emamghoreishi M, Li PP, Schlichter L, Parikh SV, Cooke R, Warsh JJ (2000) Associated disturbances in calcium homeostasis and G protein-mediated cAMP signaling in bipolar I disorder. Biol Psychiatry 48:665–673
Fewell SW, Travers KJ, Weissman JS, Brodsky JL (2001) The action of molecular chaperones in the early secretory pathway. Annu Rev Genet 35:149–191
Gershon ES, Cloninger CR (1994) Genetic approaches to mental disorders. American Psychiatric, Washington, DC
Goodwin FK, Jamison KR (1990) Manic-Depressive illness. Oxford University, New York
Gruska S, Ihrke R, Stolper S, Kraatz G, Siffert W (1997) Prevalence of increased intracellular signal transduction in immortalized lymphoblasts from patients with essential hypertension and normotensive subjects. J Hypertens 15:29–33
Hough C, Lu SJ, Davis CL, Chuang DM, Post RM (1999) Elevated basal and thapsigargin-stimulated intracellular calcium of platelets and lymphocytes from bipolar affective disorder patients measured by a fluorometric microassay. Biol Psychiatry 46:247–255
Iwamoto K, Kakiuchi C, Bundo M, Ikeda K, Kato T (2004) Molecular characterization of bipolar disorder by comparing gene expression profiles of postmortem brains of major mental disorders. Mol Psychiatry 9:406–416
Kakiuchi C, Iwamoto K, Ishiwata M, Bundo M, Kasahara T, Kusumi I, Tsujita T, Okazaki Y, Nanko S, Kunugi H, Sasaki T, Kato T (2003) Impaired feedback regulation of XBP1 as a genetic risk factor for bipolar disorder. Nat Genet 35:171–175
Kato T (2001a) Molecular genetics of bipolar disorder. Neurosci Res 40:105–113
Kato T (2001b) The other, forgotten genome: mitochondrial DNA and mental disorders. Mol Psychiatry 6:625–633
Kato T, Ishiwata M, Nagai T (2002) Mitochondrial calcium response in human transformed lymphoblastoid cells. Life Sci 71:581–590
Kato T, Ishiwata M, Mori K, Washizuka S, Tajima O, Akiyama T, Kato N (2003) Mechanisms of altered Ca2+ signalling in transformed lymphoblastoid cells from patients with bipolar disorder. Int J Neuropsychopharmacol 6:379–389
Kusumi I, Koyama T, Yamashita I (1992) Thrombin-induced platelet calcium mobilization is enhanced in bipolar disorders. Biol Psychiatry 32:731–734
Lidow MS (2003) Calcium signaling dysfunction in schizophrenia: a unifying approach. Brain Res Brain Res Rev 43:70–84
Maeno-Hikichi Y, Chang S, Matsumura K, Lai M, Lin H, Nakagawa N, Kuroda S, Zhang JF (2003) A PKC epsilon-ENH-channel complex specifically modulates N-type Ca2+ channels. Nat Neurosci 6:468–475
Manji HK, Potter WZ (1997) Monoaminergic systems. Dekker, New York
Mathews CA, Reus VI (2001) Assortative mating in the affective disorders: a systematic review and meta-analysis. Compr Psychiatry 42:257–262
Mirnics K, Middleton FA, Lewis DA, Levitt P (2001) Analysis of complex brain disorders with gene expression microarrays schizophrenia as a disease of the synapse. Trends Neurosci 24:479–486
Okamoto Y, Kagaya A, Shinno H, Motohashi N, Yamawaki S (1995) Serotonin-induced platelet calcium mobilization is enhanced in mania. Life Sci 56:327–332
Panov A, Obertone T, Bennett-Desmelik J, Greenamyre JT (1999) Ca(2+)-dependent permeability transition and complex I activity in lymphoblast mitochondria from normal individuals and patients with Huntington’s or Alzheimer’s disease. Ann NY Acad Sci 893:365–368
Pietruck F, Spleiter S, Daul A, Philipp T, Derwahl M, Schatz H, Siffert W (1998) Enhanced G protein activation in IDDM patients with diabetic nephropathy. Diabetologia 41:94–100
Washizuka S, Kakiuchi C, Mori K, Kunugi H, Tajima O, Akiyama T, Nanko S, Kato T (2003) Association of mitochondrial complex I subunit gene NDUFV2 at 18p11 with bipolar disorder. Am J Med Genet 120B:72–78
Yamawaki S, Kagaya A, Tawara Y, Inagaki M (1998) Intracellular calcium signaling systems in the pathophysiology of affective disorders. Life Sci 62:1665–1670
Yoon IS, Li PP, Siu KP, Kennedy JL, Cooke RG, Parikh SV, Warsh JJ (2001a) Altered IMPA2 gene expression and calcium homeostasis in bipolar disorder. Mol Psychiatry 6:678–683
Yoon IS, Li PP, Siu KP, Kennedy JL, Macciardi F, Cooke RG, Parikh SV, Warsh JJ (2001b) Altered TRPC7 gene expression in bipolar-I disorder. Biol Psychiatry 50:620–626
Acknowledgements
The authors thank the individuals with bipolar disorder and unaffected volunteers who participated in this study. The authors thank Mizuho Ishiwata and Mizue Kametani for their technical assistance. Data and biomaterials of the NIMH pedigrees were collected in four projects that participated in the NIMH Bipolar Disorder Genetics Initiative. From 1991 to 1998, the principal investigators and coinvestigators were: Indiana University, Indianapolis, IN, USA, U01MH46282, J. Nurnberger, M. Miller, and E. Bowman; Washington University, St Louis, MO, USA, U01 MH46280, T. Reich, A. Goate, and J. Rice; Johns Hopkins University, Baltimore, MD, USA, U01 MH46274, J. R. DePaulo Jr, S. Simpson, and C. Stine; NIMH Intramural Research Program, Clinical Neurogenetics Branch, Bethesda, MD, USA, E. Gershon, D. Kazuba, and E. Maxwell.
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Iwamoto, K., Bundo, M., Washizuka, S. et al. Expression of HSPF1 and LIM in the lymphoblastoid cells derived from patients with bipolar disorder and schizophrenia. J Hum Genet 49, 227–231 (2004). https://doi.org/10.1007/s10038-004-0136-5
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DOI: https://doi.org/10.1007/s10038-004-0136-5
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