| Literature DB >> 35407663 |
Małgorzata Gałecka1, Janusz Szemraj2, Kuan-Pin Su3,4, Angelos Halaris5, Michael Maes6, Aleksandra Skiba7, Piotr Gałecki7, Katarzyna Bliźniewska-Kowalska7.
Abstract
(1) Background: Only 60-70% of depressed patients respond to standard antidepressant treatments. Hence, it is essential to search for new, effective and safe therapies for unmet clinical needs of treatment-resistant depression (TRD). Agents targeting the components of the JAK-STAT signaling pathway have been shown to be relevant in immunology and are commonly used in the treatment of many hematological, rheumatological and dermatological diseases. The aim of this study was to investigate the role of elements of the JAK-STAT signaling pathway in the etiopathogenesis of depressive disorders. (2)Entities:
Keywords: JAK-STAT pathway; Janus kinase (JAK); depression; immunity; signal transducer and activator of transcription (STAT) proteins
Year: 2022 PMID: 35407663 PMCID: PMC8999744 DOI: 10.3390/jcm11072056
Source DB: PubMed Journal: J Clin Med ISSN: 2077-0383 Impact factor: 4.241
Demographic characteristics of the study cohort by nosology group.
| Analyzed Trait | Study Group | Statistical Parameter * | ||||||
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| M | Me | Q1–Q3 (IQR) | SD | SE | 95% CI | Min.–Max. | ||
| Age (years) † | Test group | 47.51 | 51 | 41–55 (14) | 11.18 | 0.81 | 45.90–49.10 | 18–67 |
| Control group | 29.36 | 26 | 24–30 (6) | 8.71 | 0.87 | 27.63–31.10 | 20–53 | |
| Overall | 41.29 | 44 | 26–54 (28) | 13.50 | 0.79 | 39.73–42.85 | 18–67 | |
| Number of hospitalizations | Test group only | 2.01 | 1 | 1–2 (1) | 2.00 | 0.15 | 1.72–2.30 | 0–12 |
| Disease duration time (years) | Test group only | 6.18 | 4 | 1–8 (7) | 7.05 | 0.52 | 5.16–7.20 | 1–40 |
| Number of episodes | Test group only | 4.56 | 2 | 1–5 (4) | 5.33 | 0.39 | 3.79–5.34 | 1–20 |
| Hamilton Depression Rating Scale (HDRS) | Test group only | 22.82 | 23 | 18–27 (9) | 6.86 | 0.51 | 21.82–23.82 | 1–51 |
* Explanations of abbreviations used in result tables: M—mean; Me—median; Q—quartile; SD—standard deviation; SE—standard error; CI—confidence interval. † Statistical significance of differences: p < 0.0001 for the multifactor generalized linear model fitted, p < 0.001 for “by-group” comparison, p = 0.528 for “by-gender” comparison.
Detailed descriptive statistics for mRNA gene expression (2−∆CT) by study group.
| Gene | Study Group | Statistical Parameter * | |||||||
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| M | Trim. M | Me | Q1–Q3 (IQR) | SD | SE | 95% CI | Min.–Max. | ||
| JAK1 | Test group | 0.349 | 0.348 | 0.321 | 0.279–0.389 (0.110) | 0.107 | 0.008 | 0.334–0.365 | 0.058–0.738 |
| Control group | 0.354 | 0.354 | 0.351 | 0.296–0.425 (0.129) | 0.090 | 0.009 | 0.336–0.372 | 0.131–0.628 | |
| Overall | 0.351 | 0.350 | 0.329 | 0.282–0.422 (0.140) | 0.102 | 0.006 | 0.339–0.363 | 0.058–0.738 | |
| JAK2 | Test group | 0.281 | 0.278 | 0.238 | 0.21–0.354 (0.142) | 0.093 | 0.007 | 0.268–0.295 | 0.163–0.707 |
| Control group | 0.262 | 0.260 | 0.247 | 0.201–0.313 (0.112) | 0.070 | 0.007 | 0.248–0.276 | 0.157–0.435 | |
| Overall | 0.274 | 0.271 | 0.238 | 0.211–0.336 (0.125) | 0.086 | 0.005 | 0.264–0.284 | 0.157–0.707 | |
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| STAT2 | Test group | 0.101 | 0.098 | 0.096 | 0.079–0.119 (0.040) | 0.049 | 0.003 | 0.094–0.108 | 0.052–0.685 |
| Control group | 0.116 | 0.103 | 0.099 | 0.084–0.120 (0.036) | 0.110 | 0.011 | 0.094–0.137 | 0.010–0.915 | |
| Overall | 0.106 | 0.099 | 0.096 | 0.081–0.120 (0.039) | 0.076 | 0.004 | 0.097–0.115 | 0.010–0.915 | |
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| STAT4 | Test group | 0.196 | 0.196 | 0.188 | 0.154–0.242 (0.088) | 0.052 | 0.004 | 0.188–0.203 | 0.099–0.296 |
| Control group | 0.195 | 0.196 | 0.192 | 0.152–0.236 (0.084) | 0.063 | 0.006 | 0.182–0.207 | 0.019–0.324 | |
| Overall | 0.196 | 0.196 | 0.189 | 0.153–0.242 (0.089) | 0.056 | 0.003 | 0.189–0.202 | 0.019–0.324 | |
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* Explanations of abbreviations used in result tables: M—mean; Trim. M—trimmed mean; Me—median; Q—quartile; Q1—first quartile; Q3—third quartile; IQR—interquartile range; SD—standard deviation; SE—standard error; CI—confidence interval; Min—minimum; Max—maximum. Statistical significance of differences by study groups: JAK1 p = 0.1184; JAK2 p = 0.4433; JAK3 p < 0.0001; STAT1 p < 0.0001; STAT2 p = 0.2034; STAT3 p < 0.0001; STAT4 p = 0.3728; STAT5 p < 0.0001. Values in bold indicate significant difference. All empirical data, considering the gene expression, were log transformed before testing the hypothesis. All the models fitted were controlled for age and gender. Genes: JAK—Janus kina 1–3 s; STAT—signal transducer and activator of transcription protein 1–5.
Figure 1Expression of Janus kinase (JAK) genes at the mRNA level in the depression and healthy control group.
Figure 2Expression of signal transducer and activator of transcription (STAT) protein family genes at the mRNA level in the depression and healthy control group.
Detailed descriptive statistics for gene expression at the protein level (ng/mL) by study group.
| Gene | Study Group | Statistical Parameter | ||||||
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| M | Me | Q1–Q3 (IQR) | SD | SE | 95% CI | Min.–Max. | ||
| JAK1 | Test group | 1.286 | 1.175 | 1.006–1.476 (0.470) | 0.447 | 0.032 | 1.222–1.350 | 0.127–2.861 |
| Control group | 1.321 | 1.307 | 1.093–1.582 (0.489) | 0.288 | 0.029 | 1.264–1.378 | 0.783–1.883 | |
| Overall | 1.298 | 1.199 | 1.071–1.537 (0.466) | 0.399 | 0.023 | 1.252–1.344 | 0.127–2.861 | |
| JAK2 | Test group | 1.017 | 0.853 | 0.742–1.313 (0.571) | 0.353 | 0.026 | 0.966–1.068 | 0.558–1.867 |
| Control group | 1.015 | 0.971 | 0.870–1.129 (0.259) | 0.219 | 0.022 | 0.972–1.058 | 0.498–1.729 | |
| Overall | 1.016 | 0.898 | 0.773–1.221 (0.448) | 0.313 | 0.018 | 0.981–1.051 | 0.498–1.867 | |
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| STAT5 | Test group | 0.450 | 0.436 | 0.262–0.592 (0.330) | 0.219 | 0.016 | 0.419–0.481 | 0.083–0.978 |
| Control group | 0.443 | 0.439 | 0.374–0.522 (0.148) | 0.089 | 0.009 | 0.425–0.461 | 0.231–0.628 | |
| Overall | 0.448 | 0.437 | 0.326–0.544 (0.218) | 0.185 | 0.011 | 0.426–0.470 | 0.083–0.978 | |
(Statistical significance of differences by study groups: JAK1 p = 0.2401; JAK2 p = 0.9553; JAK3 p < 0.0001; STAT1 p = 0.0120; STAT2 p < 0.0001; STAT3 p < 0.0001; STAT4 p < 0.0001; STAT5 p = 0.6931. Values in bold indicate significant difference. All the models carried out were controlled for age and gender.). Genes: JAK—Janus kina 1–3 s; STAT—signal transducer and activator of transcription protein 1–5.
Figure 3Expression of Janus kinase (JAK) genes at the protein level in the depression and healthy control group. Statistical significance of differences in study groups: JAK1 p = 0.2401; JAK2 p = 0.9553; JAK3 p < 0.0001.
Figure 4Expression of signal transducer and activator of transcription (STAT) protein family genes at the mRNA level in the depression and healthy control group. Statistical significance of differences in study groups: STAT1 p = 0.0120; STAT2 p < 0.0001; STAT3 p < 0.0001; STAT4 p < 0.0001; STAT5 p = 0.6931.
Spearman’s rank correlation coefficients, their confidence limits and levels of statistical significance for the mRNA gene expression vs. selected clinical data in the test group.
| Test Group | mRNA Gene Expression | |||||||
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| Variables | JAK1 | JAK2 | JAK3 | STAT1 | STAT2 | STAT3 | STAT4 | STAT5 |
| Number of hospitalizations | 0.040 | 0.039 | −0.015 | −0.106 | −0.100 | 0.010 | 0.043 | 0.069 |
| Disease duration time (years) | 0.054 | 0.049 | −0.029 | −0.009 | 0.064 | 0.021 | 0.074 | 0.051 |
| Number of episodes | 0.015 | 0.118 | 0.005 | −0.104 | −0.095 | 0.125 | 0.082 | 0.047 |
| Hamilton Depression Rating Scale (HDRS) | −0.102 | 0.057 | −0.042 | 0.067 | −0.022 | 0.076 | −0.111 | −0.026 |
Pearson product–moment correlation coefficients, their confidence limits and levels of statistical significance for the mRNA gene expression vs. patients’ age in study group.
| Correlation with Age (Years) | mRNA Gene Expression | |||||||
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| JAK1 | JAK2 | JAK3 | STAT1 | STAT2 | STAT3 | STAT4 | STAT5 | |
| Test group | −0.056 | −0.019 | −0.047 | −0.041 | −0.047 | 0.001 | −0.012 | −0.055 |
| Control group | −0.211 | −0.114 | 0.007 | −0.094 | −0.053 | 0.165 | 0.076 | 0.075 |
| Overall | −0.096 | −0.049 | −0.230 | 0.124 | −0.006 | 0.296 | −0.023 | 0.512 |