Effective biomarkers and therapeutic targets of nerve-immunity interaction in the treatment of depression: an integrated investigation of the miRNA-mRNA regulatory networks
Open accessAbstract
BACKGROUND: Major depressive disorder (MDD) is an emotional condition that interferes with sufferers' work and daily life. Numerous studies have found that miRNAs play a significant role in the development of MDD and can be utilized as a biomarker for its diagnosis and therapy. However, there have been few studies on nerve-immunity interaction treatment for the brains of MMD patients. METHODS: The work is performed on microarray data. We analyzed the differences of miRNAs (GSE58105, GSE81152, GSE152267, and GSE182194) and mRNA (GSE19738, GSE32280, GSE44593, GSE53987, and GSE98793) in MDD and healthy samples from GEO datasets. FunRich was used to predict the transcription factors and target genes of the miRNAs, and TF and GO enrichment analyses were performed. Then, by comparing the differential expression of the anticipated target genes and five mRNAs, intersecting mRNAs were discovered. The intersecting genes were submitted to GO and KEGG analyses to determine their functions. These intersecting potential genes and pathways that linked to MDD in neurological and immunological aspects have been identified for future investigation. RESULTS: We discovered five hub genes: KCND2, MYT1L, GJA1, CHL1, and SNAP25, which were all up-regulated genes. However, in MMD, the equivalent miRNAs, hsa-miR-206 and hsa-miR-338-3p, were both down-regulated. These miRNAs can activate or inhibit the T cell receptor signal pathway, JAK-STAT and other signal pathways, govern immune-inflammatory response, neuronal remodeling, and mediate the onset and development of MMD Conclusions: The results of a thorough bioinformatics investigation of miRNAs and mRNAs in MDD showed that miR-338-3P and miR-206 might be effective biomarkers and possible therapeutic targets for the treatment of MDD via nerve-immunity interaction.
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Written from the paper’s full text.
TL;DR
This bioinformatics study integrated plasma miRNA and mRNA expression datasets from GEO to identify nerve-immunity-related biomarkers in major depressive disorder (MDD). It reports five up-regulated hub mRNAs (KCND2, MYT1L, GJA1, CHL1, SNAP25) and two down-regulated miRNAs (hsa-miR-206 and hsa-miR-338-3p) as candidate biomarkers/therapeutic targets.
Key findings
- From 88 MDD and 42 normal samples across four miRNA datasets, 34 DE-miRNAs were identified (20 up-regulated, 14 down-regulated); from 80 MDD and 175 normal samples across five mRNA datasets, 386 DE-mRNAs were identified (181 up-regulated, 205 down-regulated).
- Intersecting predicted miRNA target genes with DE-mRNAs yielded 17 overlapping DE-mRNAs; the miRNA-mRNA network contained 6 miRNAs and 17 mRNAs.
- Five hub mRNAs were identified: KCND2, MYT1L, GJA1, CHL1, and SNAP25, all up-regulated; the corresponding miRNAs hsa-miR-206 and hsa-miR-338-3p were down-regulated in MDD.
- GO/KEGG analyses linked these targets to immune and neuronal processes/pathways, including neutrophil activation, T/B cell receptor signaling, chemokine signaling, JAK-STAT, and Th1/Th2/Th17 differentiation.
Methods
- Integrated bioinformatics analysis of public GEO microarray datasets: miRNA datasets GSE58105, GSE81152, GSE152267, GSE182194 and mRNA datasets GSE19738, GSE32280, GSE44593, GSE53987, GSE98793.
- Differential expression was screened with adjusted P < 0.05 and log2 fold change ≥2 or ≤−2; batch correction used R Sva/Limma, with Venn, heat map, and volcano analyses.
- FunRich predicted transcription factors and miRNA target genes; Cytoscape and String built miRNA-mRNA and PPI networks; CytoNCA selected hub mRNAs using degree, closeness, and betweenness centrality; GO and KEGG enrichment used R/Bioconductor packages.
Limitations
- The paper states it could not acquire sufficient external data from other public sources to evaluate model reliability, and it did not perform functional or mechanistic research.
- The paper states that batch normalization across GEO datasets may still leave bias compared with analysis from a single dataset, and no MDD studies were conducted to validate relationships between prognostic genes and miRNAs.
- The paper also notes that because data are derived from GEO, it is difficult to determine the dependability and quality of the statistical data; the text makes evident that all findings are computational predictions without wet-lab validation.
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Claims the paper makes
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- Findingown data
The miRNA-mRNA regulatory network contained 6 miRNAs and 17 mRNAs.
“The network contained 6 miRNA and 17 mRNA (Figure 7).”
Quote in the paperNot a substantial claim - Findingown data
Comparing 34 DE-miRNAs and their predicted target mRNAs with 386 DE-mRNAs yielded 17 overlapping DE-mRNAs.
“The 34 DE-miRNAs (20 up-regulated and 14 down-regulated) and 578 up-regulated and 635 down-regulated target mRNAs effectively predicted were compared to the 386 DE-mRNAs (181 up-regulated and 205 down-regulated) acquired from GEO data screening. The VENN map (Figure 2C) was constructed, which included 17 overlapping DE-mRNAs.”
Quote in the paperSubstantial claim - Findingown data
The PPI network had 369 nodes and 2485 edges.
“Cytoscape3.7.2 BisoGenet revealed that the network had 369 nodes and 2485 edges.”
Quote in the paperSubstantial claim - Findingown data
The combined miRNA dataset of 42 healthy people and 88 MMD patients revealed 34 DE-miRNAs (20 up-regulated and 14 down-regulated) after screening with P < 0.05 and log2 fold change >= 2.
“The combined dataset of 42 healthy people and 88 MMD patients revealed 34 DE-miRNAs (20 up-regulated and 14 down-regulated), following the screening with P < 0.05 and log2 (fold change) ≥2.”
Quote in the paperSubstantial claim - Findingown data
GO enrichment analysis of common DEMs identified 470 biological processes, 83 cellular components, and 84 molecular functions.
“470 BP, 83 CC, and 84 MF (Figure 9A) were identified by GO enrichment analysis of common DEMs by R4.1.0 software.”
Quote in the paperNot a substantial claim
- Findingown data
KEGG enrichment analysis identified significantly enriched pathways including Cytokine-cytokine receptor interaction, Chemokine signaling pathway, Phagosome, Tuberculosis, Viral protein interaction with cytokine and cytokine receptor, and Neutrophil extracellular trap formation.
“It included Cytokine-cytokine receptor interaction (hsa04060), Chemokine signaling pathway (hsa04062), Phagosome (hsa04145), Tuberculosis (hsa05152), Viral protein interaction with cytokine and cytokine receptor (hsa04061), Neutrophil extracellular trap formation (hsa04613) (Supplementary Table 11).”
Quote in the paperSubstantial claim - Findingown data
The DE-mRNA analysis of 80 MMD patients and 175 healthy controls identified 386 DE-mRNAs (181 up-regulated and 205 down-regulated) after screening with P < 0.05 and log2 fold change >= 2.
“The DE-mRNAs of 80 MMD patients and 175 healthy controls were analyzed. A total of 386 DE-mRNAs were identified after screening with P < 0.05 and log2(fold change) ≥2 (181up-regulated and 205 down-regulated).”
Quote in the paperSubstantial claim - Findingown data
The top 10 transcription factors in DE-miRNAs included SP1, SP4, KLF7, EGR1, HNF4A, POU2F1, GABPA, ETS1, CTCF, and RREB1.
“The top 10 TF in DE-miRNAs included SP1, SP4, KLF7EGR1, HNF4A, POU2F1, GABPA, ETS1, CTCF, and RREB1 (Figure 5A).”
Quote in the paperNot a substantial claim - Findingown data
84 MF mainly involves immune receptor function, neurotransmitter receptor activity and chemokine binding.
“84 MF mainly involves immune receptor function, neurotransmitter receptor activity and chemokine binding.”
Quote in the paperNot a substantial claim- Rests on an assumption: The GEO datasets used are representative of the MMD patient population.
- Findingown data
According to GO and KEGG enrichment analyses, the key targets contributed value in immunological and neuronal aspects of BP, CC, and MF.
“According to GO and KEGG enrichment analyses, the key targets contributed value in immunological and neuronal aspects of BP, CC, and MF.”
Quote in the paperSubstantial claim- Rests on an assumption: The GEO datasets used are representative of the MMD patient population.
- Findingown data
83 CC mainly involves the presynaptic, synaptic membrane, neuronal cell body, synaptic connections between neurons, and voltage-gated sodium channel complex.
“83 CC mainly involves the presynaptic, synaptic membrane, neuronal cell body, synaptic connections between neurons, and voltage-gated sodium channel complex.”
Quote in the paperNot a substantial claim- Rests on an assumption: The GEO datasets used are representative of the MMD patient population.
- Findingown data
39 MMD-related pathways, including immunological and neuroregulatory pathways, were identified and assessed.
“In addition, 39 MMD-related pathways, including immunological and neuroregulatory pathways, were identified and assessed.”
Quote in the paperSubstantial claim- Rests on an assumption: The GEO datasets used are representative of the MMD patient population.
- Premisecitation
MiR-206 can suppress the production of BDNF following transcription.
“MiR-206 can suppress the production of BDNF following transcription, which is vital for the regulation and participation in MMD [34].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [34] Lee, 2016, Early diagnosis of Alzheimer's disease from elevated olfactory mucosal miR-206 level., Sci Rep source
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- Premisecitation
The activated TNF pathway mediated by miR-206 can drive NF-κB to enter the nucleus and boost the creation and release of inflammatory mediators such as TNF-α, IL-8, IL-6, and others to involve in inflammatory and immunological processes.
“The activated TNF pathway mediated by miR-206 can, in turn, drive NF-κB to enter the nucleus and boost the creation and release of inflammatory mediators such as TNF-α, IL-8, IL-6, and others to involve in inflammatory and immunological processes [40].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [40] Kamat, 2012, Smac mimetic enables the anticancer action of BCG-stimulated neutrophils through TNF-α but not through TRAIL and FasL., J Leukoc Biol source
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- Premisecitation
Th17 contributes to the pathogenesis of MDD by boosting autoantibody production and the predisposition for autoimmunity.
“Th17 contributes to the pathogenesis of MDD by boosting autoantibody production and the predisposition for autoimmunity [53].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [53] Carvalho, 2016, T helper 17 cells may drive neuroprogression in major depressive disorder: Proposal of an integrative model., Neurosci Biobehav Rev source
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- Premisecitation
Many studies have shown a close relationship between microRNAs and mRNAs in disease regulation, particularly the negative feedback regulation of targeted mRNAs by their miRNAs.
“Many other studies have shown a close relationship between microRNAs and mRNAs in disease regulation, particularly the negative feedback regulation of targeted mRNAs by their miRNAs [13–14]”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [13] Simone, 2018, Dysregulation of MicroRNAs and Target Genes Networks in Peripheral Blood of Patients With Sporadic Amyotrophic Lateral Sclerosis., Front Mol Neurosci source
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- cites [14] Liguori, 2018, Investigating the Role of MicroRNA and Transcription Factor Co-regulatory Networks in Multiple Sclerosis Pathogenesis., Int J Mol Sci source
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- Premisecitation
Activating miR-338, to some extent, can influence the emotional function of the brain.
“Thus, activating miR-338, to some extent, can influence the emotional function of the brain [38].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [38] Li, 2017, MiR-338-3p inhibits TNF-α-induced lipogenesis in human sebocytes., Biotechnol Lett source
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- Premisecitation
MiR-206 links to the TNF signaling pathway.
“MiR-206 also links to the TNF signaling pathway [39].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [39] Yang, 2014, Downregulation of neuregulin 1-ErbB4 signaling in parvalbumin interneurons in the rat brain may contribute to the antidepressant properties of ketamine., J Mol Neurosci source
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- Interpretationown data
miR-338-3p and miR-206 can coordinate the regulation of the neuro-endocrine-immune network by regulating chemokines such as Th17, Th1 and Th2, immune cells such as T/B and the JAK/STAT signaling pathway.
“Depending on the integrated analysis of miRNA-mRNA regulatory networks, miR-338-3p and miR-206 can coordinate the regulation of the neuro-endocrine-immune network by regulating chemokines such as Th17, Th1 and Th2, immune cells such as T/B and the JAK/STAT signaling pathway, among other things.”
Quote in the paperSubstantial claim- Rests on an assumption: The miRNA-mRNA regulatory network constructed from the GEO datasets accurately represents the neuro-endocrine-immune interactions in MMD.
- Rests on an assumption: The neuro-endocrine-immune network is a valid framework for understanding MMD.
- Premisecitation
The activation of the peripheral immune system is associated with MDD.
“According to various studies, the activation of the peripheral immune system is associated with MDD [6].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [6] Bullmore, 2019, Treatment-resistant depression and peripheral C-reactive protein., Br J Psychiatry source
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- Premisecitation
MiR-338-3p links to the TNF signaling pathway.
“MiR-338-3p links to the TNF signaling pathway as well.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [42] Fang, 2021, miRNA-338-3p/CAMK IIα signaling pathway prevents acetaminophen-induced acute liver inflammation in vivo., Ann Hepatol source
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- Premisecitation
Neuroinflammation is thought to be one of the causes for ineffective treatment.
“Neuroinflammation is thought to be one of the causes for ineffective treatment [8].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [8] Zhou, 2021, Integrated network pharmacology and metabolomics to dissect the combination mechanisms of Bupleurum chinense DC-Paeonia lactiflora Pall herb pair for treating depression., J Ethnopharmacol source
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- Premisecitation
SNAP-25 is associated with the intensity of depressive symptoms in patients with MMD as judged by the Beck MMD Rating Scale.
“SNAP-25 has been proved to be associated with the intensity of depressive symptoms in patients with MMD as judged by the Beck MMD Rating Scale in numerous studies [52].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [52] Thompson, 2019, SNAP-25 in Major Psychiatric Disorders: A Review., Neuroscience source
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- Premisecitation
Following an injury, neuroinflammation occurs as a result of an imbalance between the synthesis and release of pro-inflammatory and anti-inflammatory cytokines from central or peripheral sources.
“Following an injury, neuroinflammation occurs as a result of an imbalance between the synthesis and release of pro-inflammatory and anti-inflammatory cytokines from central or peripheral sources [9].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [9] Petit-Paitel, 2014, Molecular and cellular neuroinflammatory status of mouse brain after systemic lipopolysaccharide challenge: importance of CCR2/CCL2 signaling., J Neuroinflammation source
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- Premisecitation
Increased expression of pro-inflammatory factors such as TNF-α, IL-6, and IL-1 in MMD patients' and animal models' serum, cerebrospinal fluid, and hippocampus forms a negative feedback regulation of the anti-inflammatory factor IL-10, resulting in neuronal inflammation and neuronal damage in the central nervous system.
“Increased expression of pro-inflammatory factors such as TNF-α, IL-6, and IL-1 in MMD patients’ and animal models’ serum, cerebrospinal fluid, and hippocampus forms a negative feedback regulation of the anti-inflammatory factor IL-10, resulting in neuronal inflammation and neuronal damage in the central nervous system [24].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [24] Lu, 2020, Peripheral cytokine levels and response to antidepressant treatment in depression: a systematic review and meta-analysis., Mol Psychiatry source
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- Premisecitation
T cell function degradation in MMD could be due to inflammatory substances such as tumor necrosis factor-α destroying T cell function.
“T cell function degradation could be due to inflammatory substances such as tumor necrosis factor-α destroying T cell function.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [57] Bogerts, 2020, Increased densities of T and B lymphocytes indicate neuroinflammation in subgroups of schizophrenia and mood disorder patients., Brain Behav Immun source
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- Premisecitation
In MMD, miRNAs are involved in the pathogenesis of the disease.
“In MMD, it has been reported that miRNAs are not only involved in the pathogenesis of the disease [17], but are also associated with depression caused by various illnesses [18, 19], as well as the response to specific treatments such as isoliquiritin [20], oligonucleotides [21], or purinergic receptor [22], confirming their potential as disease monitoring biomarkers.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [17] Cheng, 2020, Exosomes from patients with major depression cause depressive-like behaviors in mice with involvement of miR-139-5p-regulated neurogenesis., Neuropsychopharmacology source
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- Premisecitation
The JAK/STAT signaling pathway can influence neuron reorganization via inflammatory cytokines, BDNF, neurotransmitters, etc.
“In addition, the JAK/STAT signaling pathway can influence neuron reorganization via inflammatory cytokines, BDNF, neurotransmitters, etc., [64].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [64] Arguelles, 2018, Signaling Pathways in Inflammation and Anti-inflammatory Therapies., Curr Pharm Des source
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- May combine two claims. 54
- The quote only partly states this claim. 1
- Classified as probably not a substantial claim. 32
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Findingown dataFunRich analysis found 578 up-regulated target mRNAs and 635 down-regulated DE-miRNAs.
“578 up-regulated target mRNA and 635 down-regulated DE-miRNAs were found (Figure 5C)”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFive hub mRNAs were identified: KCND2, MYT1L, GJA1, CHL1, and SNAP25, all up-regulated.
“We discovered five hub genes: KCND2, MYT1L, GJA1, CHL1, and SNAP25, which were all up-regulated genes.”
- Also stated in: § PPI network construction and screening of hub mRNAs and miRNAs · plain
“It can be pointed out that the core genes include KCND2, MYT1L, GJA1, CHL1, and SNAP25 (Table 3).”
- Also stated in: § DISCUSSION · plain
“We discovered 5 hub DE-mRNAs: KCND2, MYT1L, GJA1, CHL1, and SNAP25, which were all up-regulated genes.”
Quote in the paperSubstantial claim- Also stated in: § PPI network construction and screening of hub mRNAs and miRNAs · plain
May combine two claims. The quote only partly states this claim.
Findingown dataIn MDD, hsa-miR-206 and hsa-miR-338-3p were both down-regulated.
“However, in MMD, the equivalent miRNAs, hsa-miR-206 and hsa-miR-338-3p, were both down-regulated.”
- Also stated in: § DISCUSSION · plain
“Both hsa-miR-206 and hsa-miR-338-3p, which are down-regulated in MMD, are similar miRNAs.”
Quote in the paperSubstantial claim- Also stated in: § DISCUSSION · plain
May combine two claims.
Findingown dataFunRich discovered 59 biological processes, 267 cellular components, and 116 molecular functions for DE-miRNAs.
“FunRich program discovered 59 BP, 267 CC, and 116 MF (Figure 6).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data470 BP mainly involves neutrophil, T cell and B cell activation, activation of surface receptors and immune response signal pathways, and regulation of chemical synaptic transmission.
“470 BP mainly involves neutrophil, T cell and B cell activation, activation of surface receptors and immune response signal pathways, and regulation of chemical synaptic transmission.”
Quote in the paperSubstantial claim- Rests on an assumption: The GEO datasets used are representative of the MMD patient population.
May combine two claims.
Findingnone givenThe B cell and T cell receptor signal pathways, the chemokine signal pathway, and the JAK-STAT signal pathway are linked to immune and neurological regulation.
“Among the signaling pathways studied in this study, the signal pathways mentioned below are linked to immune and neurological regulation. The B cell and T cell receptor signal pathways, the chemokine signal pathway, and the JAK-STAT signal pathway.”
Quote in the paperSubstantial claim- Rests on an assumption: The GEO datasets used are representative of the MMD patient population.
May combine two claims.
FindingreasoningTh1 and Th2 cell differentiation, and Th17 cell differentiation are involved in immune and neurological regulation.
“Th1 and Th2 cell differentiation, and Th17 cell differentiation are all involved.”
Quote in the paperSubstantial claim- Rests on an assumption: The GEO datasets used are representative of the MMD patient population.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationBDNF participates in neuroplasticity and protection throughout brain development and plays an important role in emotion-related brain activities.
“BDNF participates in neuroplasticity and protection throughout brain development, as well as playing an important role in emotion-related brain activities [33].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [33] Weinberger, 2003, The BDNF val66met polymorphism affects activity-dependent secretion of BDNF and human memory and hippocampal function., Cell source
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PremisecitationMiRNAs directly regulate more than 30% of the genes in cells by inhibiting the degradation or translation of target mRNAs.
“MiRNAs are tiny non-coding RNAs that directly regulate more than 30% of the genes in cells by inhibiting the degradation or translation of target mRNAs [28].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28] Rajewsky, 2007, The evolution of gene regulation by transcription factors and microRNAs., Nat Rev Genet source
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Interpretationnone givenThese miRNAs can activate or inhibit the T cell receptor signal pathway, JAK-STAT and other signal pathways, govern immune-inflammatory response, neuronal remodeling, and mediate the onset and development of MMD.
“These miRNAs can activate or inhibit the T cell receptor signal pathway, JAK-STAT and other signal pathways, govern immune-inflammatory response, neuronal remodeling, and mediate the onset and development of MMD”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMiR-338-3p was first thought to be a cancer-related miRNA, but was later found to be involved in neuronal regulation, including the Parkinson's disease pathway.
“MiR-338-3p was first thought to be a cancer-related miRNA, but it was later found to be involved in neuronal regulation, including the Parkinson’s disease pathway [32].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [32] Luikart, 2017, MiR-338-3p regulates neuronal maturation and suppresses glioblastoma proliferation., PLoS One source
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PremisecitationMiR-206 was first thought to regulate skeletal muscle embryonic development.
“MiR-206, a member of the muscle-specific miR-1 family, was first thought to regulate skeletal muscle embryonic development [31].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [31] Fang, 2014, MiRNA-206 and BDNF genes interacted in bipolar I disorder., J Affect Disord source
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InterpretationreasoningmiR-338-3P and miR-206 might be effective biomarkers and possible therapeutic targets for the treatment of MDD via nerve-immunity interaction.
“The results of a thorough bioinformatics investigation of miRNAs and mRNAs in MDD showed that miR-338-3P and miR-206 might be effective biomarkers and possible therapeutic targets for the treatment of MDD via nerve-immunity interaction.”
Quote in the paperSubstantial claim- Rests on an assumption: The plasma miRNA and mRNA expression profiles from the GEO datasets reflect the nerve-immunity processes relevant to MDD in the brain.
May combine two claims.
PremisecitationMiR-338 can promote myelination in the nervous system, and over-expression of miR-338 can enhance oligodendrocyte differentiation while inhibiting myelin negative regulators Sox6 and Hes5, therefore promoting myelin formation.
“MiR-338 can promote myelination in the nervous system, and over-expression of miR-338 can enhance oligodendrocyte differentiation while inhibiting myelin negative regulators Sox6 and Hes5, therefore promoting myelin formation [36].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [36] Peng, 2019, Down-regulated expression of microRNA-338-5p contributes to neuropathology in Alzheimer’s disease., FASEB J source
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PremisecitationChanges in miRNA expression are connected to the pathogenesis of a variety of neurodegenerative diseases.
“Changes in miRNA expression are thought to be connected to the pathogenesis of a variety of neurodegenerative diseases [30].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [30] Gulyaeva, 2019, The Missing Link: How Exosomes and miRNAs can Help in Bridging Psychiatry and Molecular Biology in the Context of Depression, Bipolar Disorder and Schizophrenia., Cell Mol Neurobiol source
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Study design and conductown dataThe study validated hsa-miR-206 with GJA1 and SNAP25, and hsa-miR-338-3p with KCND2 and MYT1L via the miRDB database, and hsa-miR-338-3p via the TargetScan database.
“Although 5 pairs of regulatory relationships between miRNA and mRNA have never been reported before, this study validated hsa-miR-206 with GJA1, SNAP25, hsa-miR-338-3p with KCND2, MYT1L via the miRDB database, and hsa-miR-338-3p via the TargetScan database, and predicted the possibility of interaction between 5 pairs of miRNA-mRNA.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationUp-regulation of miR-206 has been demonstrated to impair neuron function and result in poor adaptive behavior.
“Up-regulation of miR-206 has been demonstrated to impair neuron function and result in poor adaptive behavior [35].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [35] Gean, 2020, MicroRNA-206 Regulates Stress-Provoked Aggressive Behaviors in Post-weaning Social Isolation Mice., Mol Ther Nucleic Acids source
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PremisecitationBoth Th1 and Th2 cells can release cytokines, which boost their proliferation while inhibiting each other to maintain a relative equilibrium; when the equilibrium is disrupted (Th1/Th2 drift), it can result in the emergence and development of disorders associated with immunological escape.
“Both Th1 and Th2 cells can release cytokines, which can boost their proliferation while inhibiting each other to maintain a relative equilibrium. When the equilibrium is disrupted, also known as”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [56] Gurgel, 2018, Flavonoids as Th1/Th2 cytokines immunomodulators: A systematic review of studies on animal models., Phytomedicine source
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PremisecitationJAK/STAT is one of the most important transmembrane signal transduction routes and the most important signal pathway activated by inflammatory cytokines.
“This is not only one of the most important transmembrane signal transduction routes, but also the most important signal pathway activated by inflammatory cytokines [59].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [59] Attia, 2015, Regulation of TNF-α and NF-κB activation through the JAK/STAT signaling pathway downstream of histamine 4 receptor in a rat model of LPS-induced joint inflammation., Immunobiology source
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PremisecitationTh17 is elevated in the brains of MMD model mice, but RORt defective mice demonstrate resistance to learning helplessness; an increase in Th17 can cause MMD, whereas suppressing Th17 production or function can lessen the risk of MMD in mice.
“Th17 had been proven to be elevated in the brains of MMD model mice, but RORt defective mice demonstrated resistance to learning helplessness. As a result, an increase in Th17 can cause MMD, whereas suppressing Th17 production or function can lessen the risk of MMD in mice [55].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [55] Jope, 2013, Inflammatory T helper 17 cells promote depression-like behavior in mice., Biol Psychiatry source
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PremisecitationMiR-338-5p safeguards the cognitive function of transgenic APP/PS1 mice by lowering neuronal death.
“MiR-338-5p has been found to safeguard the cognitive function of transgenic APP/PS1 mice by lowering neuronal death [37].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [37] Zhi, 2020, MicroRNA-338-5p alleviates neuronal apoptosis via directly targeting BCL2L11 in APP/PS1 mice., Aging (Albany NY) source
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PremisecitationMicroglia shows excessive activation in pathological conditions such as chronic stress or infection, resulting in increased levels of inflammatory chemicals in the brain and neuronal damage and death.
“Microglia shows excessive activation in pathological condition such as chronic stress or infection, resulting increased not only in levels of inflammatory chemicals in the brain, but also neuronal damage and death [10].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [10] Zhen, 2018, miRNA-3473b contributes to neuroinflammation following cerebral ischemia., Cell Death Dis source
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Study design and conductown dataThe multi-chip data were rectified by batch normalization using Sva and Limma.
“The R4.1.0 Sva and Limma were used to multi-chips for data rectification (batch Normalize).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationJAK and STAT are key components of many signaling pathways that regulate cell growth, differentiation, survival, and pathogen resistance, including those involving the IL-6 (gp130) receptor family, which aids in the regulation of B cell differentiation, plasma cell production, and acute phase response.
“Furthermore, JAK and STAT are key components of many signaling pathways that regulate cell growth, differentiation, survival, and pathogen resistance, including those involving the IL-6 (gp130) receptor family, which aids in the regulation of B cell differentiation, plasma cell production, and acute phase response [60].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [60] Tang, 2018, Activation of the IL-6/JAK2/STAT3 pathway induces plasma cell mastitis in mice., Cytokine source
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Study design and conductreasoningBecause the current data is derived from the GEO database, it is challenging to determine the dependability and quality of the statistical data.
“Because the current data is derived from the GEO database, it is challenging to determine the dependability and quality of the statistical data.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationAcupuncture can increase serum 5-HT, up-regulate anti-inflammatory cytokine IL-10, and reduce proinflammatory cytokine IL-6 and TNF-α.
“Acupuncture can increase the content of serum 5-HT, up-regulate the content of anti-inflammatory cytokine IL-10, and reduce the content of proinflammatory cytokine IL-6 and TNF-α [26].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [26] Hsieh, 2019, Signal Transduction Pathways of Acupuncture for Treating Some Nervous System Diseases., Evid Based Complement Alternat Med source
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May combine two claims.
PremisecitationChronic moderate stress, neuroinflammation, and immune response changes have all been connected to the genesis of MDD.
“Chronic moderate stress, neuroinflammation, and immune response changes have all been connected to the genesis of MDD [7].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [7] Georgiev, 2019, Immunoregulatory natural compounds in stress-induced depression: An alternative or an adjunct to conventional antidepressant therapy?, Food Chem Toxicol source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationCombining microRNA and mRNA expression analysis in pediatric multiple sclerosis is an integrated approach to uncovering novel disease pathogenic mechanisms.
“Liguori discovered that combining microRNA and mRNA expression analysis in pediatric multiple sclerosis is an integrated approach to uncovering novel disease pathogenic mechanisms [12].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [12] Trojano, 2018, Combined microRNA and mRNA expression analysis in pediatric multiple sclerosis: an integrated approach to uncover novel pathogenic mechanisms of the disease., Hum Mol Genet source
Not checked in the free run.
May combine two claims.
PremisecitationIn MMD patients, immunological function is compromised, with increased T cell apoptosis, increased neutrophils, and decreased total lymphocytes.
“In MMD patients, the immunological function was compromised, for T cell apoptosis increased, neutrophils rose, and total lymphocytes decreased.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [57] Bogerts, 2020, Increased densities of T and B lymphocytes indicate neuroinflammation in subgroups of schizophrenia and mood disorder patients., Brain Behav Immun source
Not checked in the free run.
May combine two claims.
PremisecitationChanges in miRNA expression are linked to the pathogenesis of numerous neurodegenerative diseases and hold significant therapeutic promise in the treatment of mood disorders, including clinical MDD.
“Changes in miRNA expression are well known to be linked to the pathogenesis of numerous neurodegenerative diseases and hold significant therapeutic promise in the treatment of mood disorders, including clinical MDD [15].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [15] Turecki, 2021, miR-323a regulates ERBB4 and is involved in depression., Mol Psychiatry source
Not checked in the free run.
May combine two claims.
InterpretationreasoningMMD occurs and progresses as a result of multi-target, multi-pathway, multi-signal pathway, and multi-mechanism interactions, and the regulatory process is synergistic and bi-directional.
“To summarize, MMD occurs and progresses as a result of multi-target, multi-pathway, multi-signal pathway, and multi-mechanism interactions, and the regulatory process is synergistic and bi-directional.”
Quote in the paperNot a substantial claim- Rests on an assumption: The neuro-endocrine-immune network is a valid framework for understanding MMD.
May combine two claims.
PremisecitationOver-expression of miR-338-3p blocks the ERK/p38MAPK signaling pathway and reduces the expression of pro-inflammatory genes VCAM-1 and ICAM-1RNA.
“Over-expression of miR-338-3p has been shown to block the ERK/p38MAPK signaling pathway and reduce the expression of pro-inflammatory genes VCAM-1 and ICAM-1RNA [43].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [43] Deng, 2020, miR-135a Alleviates Silica-Induced Pulmonary Fibrosis by Targeting NF-B/Inflammatory Signaling Pathway., Mediators Inflamm source
Not checked in the free run.
May combine two claims.
InterpretationreasoningMedications and other treatment interventions can suppress neuronal death and promote nerve reorganization by altering the JAK/STAT signal pathway's associated molecules.
“As a consequence, medications and other treatment interventions can suppress neuronal death and promote nerve reorganization by altering the JAK/STAT signal pathway’s associated molecules.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationB cells mediate humoral immunity via antibodies, and as the number of B cells falls, the rate of transformation falls.
“B cells mediate humoral immunity via antibodies; as the number of B cells falls, so does the rate of transformation [57].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [57] Bogerts, 2020, Increased densities of T and B lymphocytes indicate neuroinflammation in subgroups of schizophrenia and mood disorder patients., Brain Behav Immun source
Not checked in the free run.
May combine two claims.
PremisecitationSilencing miR-338-5p can result in neuronal polarity loss and a considerable decrease in the number of neurons.
“Other researches have shown that silencing miR-338-5p can result in neuronal polarity loss and a considerable decrease in the number of neurons.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [38] Li, 2017, MiR-338-3p inhibits TNF-α-induced lipogenesis in human sebocytes., Biotechnol Lett source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Study design and conductnone givenScreening by PPI networks to identify hub genes had no influence on the results.
“Despite the fact that PPI networks are less closely associated to mRNA expressions, our goal after differential analysis was to screen by PPI networks to identify hub genes, which had no influence on our results.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationCommon antidepressants such as escitalopram and fluoxetine improve central function by increasing central serotonergic nerve activity and can regulate levels of brain-derived neurotrophic factors and inflammatory factors in patients' blood.
“Common antidepressants, such as escitalopram and fluoxetine, have been shown to improve central function by increasing central serotonergic nerve activity. It can also successfully regulate the levels of brain-derived neurotrophic factors and inflammatory factors in patients’ blood [25].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [25] Filip, 2021, Escitalopram Targets Oxidative Stress, Caspase-3, BDNF and MeCP2 in the Hippocampus and Frontal Cortex of a Rat Model of Depression Induced by Chronic Unpredictable Mild Stress., Int J Mol Sci source
Not checked in the free run.
May combine two claims.
PremisecitationTh17 and Treg are connected in differentiation and function and are frequently in a state of dynamic equilibrium; if their proportion is no longer balanced, it results in aberrant immunological responses such as inflammatory, tumor and autoimmune reactions.
“Furthermore, Th17 and Treg are connected in differentiation and function, and they are frequently in a state of dynamic equilibrium. If the proportion of them is no longer balanced, it will result in aberrant immunological responses such as inflammatory, tumor and autoimmune reactions [54].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [54] Fessler, 2017, Therapeutic Potential of Targeting the Th17/Treg Axis in Autoimmune Disorders., Molecules source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe major purpose of chemokines is to control leukocyte migration (homing) to their proper regions during inflammation and homeostasis; some control immune cell chemotaxis during immune surveillance, while others attract neutrophils to the site of infection or tissue injury for anti-infection, acting as a directing role in innate and adaptive immune systems; chemokines have an important role inthe
“the major purpose of chemokines is to control leukocyte migration (homing) to their proper regions during inflammation and homeostasis. Some control immune cell chemotaxis during the immune surveillance process, while others attract neutrophils to the site of infection or tissue injury for anti-infection, which acts as a directing role in the innate and adaptive immune systems. Furthermore, chemo”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [58] Pavón, 2020, Serum levels of chemokines in adolescents with major depression treated with fluoxetine., World J Psychiatry source
Not checked in the free run.
May combine two claims.
PremisecitationNerve-immunity network dysfunction generates excessive production of inflammatory components and stimulates glucocorticoid release, both of which contribute to the initiation of MMD.
“According to researches, nerve-immunity network dysfunction generates excessive production of inflammatory components and stimulates glucocorticoid release, both of which contribute to the initiation of MMD [23].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [23] Liu, 2017, Effects of the chronic restraint stress induced depression on reward-related learning in rats., Behav Brain Res source
Not checked in the free run.
May combine two claims.
PremisecitationGJA-1 expression is down-regulated in MDD patients, as is the Cx43 mRNA that encodes it.
“Gap junction alpha-1 protein (GJA-1) expression had proven to be down-regulated in MDD patients, as was the Cx43 mRNA that encoded It [49].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [49] Turecki, 2015, Astrocytic abnormalities and global DNA methylation patterns in depression and suicide., Mol Psychiatry source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe study was unable to acquire sufficient external data from other publicly available sources to evaluate the model's dependability.
“First, we were unable to acquire sufficient external data from other publicly available sources to evaluate model’s dependability.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataPerforming TF analysis using FunRich and GO and KEGG analyses allowed the results to be verified against each other to increase the feasibility of the results.
“Third, we not only performed TF analysis (including BP, CC, (MF)) using FunRich, but also GO and KEGG analyses, which allowed the results to be verified against each other to increase the feasibility of the results.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationMiRNAs may govern cell proliferation, division, apoptosis, and metabolism as regulators of numerous biological processes by promoting degradation of mRNAs and inhibiting their translation, so that targeted mRNAs play a negative feedback regulatory function.
“It may govern cell proliferation, division, apoptosis, and metabolism as regulators of numerous biological processes by promoting the degradation of mRNAs and inhibiting their translation, so that its targeted mRNAs play a negative feedback regulatory function [11].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [11] Zhang, 2014, MicroRNA expression profile and functional analysis reveal that miR-206 is a critical novel gene for the expression of BDNF induced by ketamine., Neuromolecular Med source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenNo MDD studies were conducted to validate the relationship between prognostic genes and miRNA.
“Finally, no MDD studies were conducted to validate the relationship between prognostic genes and miRNA.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe JAK/STAT signaling pathway is widely implicated in the proliferation and differentiation of neural stem cells (NSC) throughout central nervous system development, and it is important in controlling hippocampal nerve reorganization.
“The JAK/STAT signaling pathway is widely implicated in the proliferation and differentiation of neural stem cells (NSC) throughout central nervous system development, and it is important in controlling hippocampal nerve reorganization [61].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [61] Lue, 2011, Three important components in the regeneration of the cavernous nerve: brain-derived neurotrophic factor, vascular endothelial growth factor and the JAK/STAT signaling pathway., Asian J Androl source
Not checked in the free run.
May combine two claims.
InterpretationreasoningJAK-STAT and other signaling pathways control immune-inflammatory responses, neuron remodeling, and other processes, as well as affecting the onset and course of MMD.
“JAK-STAT and other signaling pathways control immune-inflammatory responses, neuron remodeling, and other processes, as well as affecting the onset and course of MMD.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningMiRNA affects the production of KCND2, Myt1L, GJA-1, CHL1, and SNAP-25, which can activate or inhibit the B cell receptor signal pathway, T cell receptor signal pathway, and chemokine signal pathway.
“MiRNA affects the production of KCND2, Myt1L, GJA-1, CHL1, and SNAP-25, which can activate or inhibit the B cell receptor signal pathway, T cell receptor signal pathway, and chemokine signal pathway.”
Quote in the paperNot a substantial claim- Rests on an assumption: The miRNA-mRNA regulatory network constructed from the GEO datasets accurately represents the neuro-endocrine-immune interactions in MMD.
May combine two claims.
InterpretationreasoningThe realization of bi-directional regulation of the HPA axis can normalize nerve conduction, minimize immuno-inflammatory responses, and restore normal neural, endocrine, and immunological function, and plays a therapeutic role in MMD.
“The realization of bi-directional regulation of the HPA axis, which can normalize nerve conduction, minimize immuno-inflammatory responses, and restore normal neural, endocrine, and immunological function, plays a therapeutic role in MMD.”
Quote in the paperNot a substantial claim- Rests on an assumption: The neuro-endocrine-immune network is a valid framework for understanding MMD.
May combine two claims.
Study design and conductown dataThe study focused more on miRNAs linked with neuroimmunity in early expression analyses but did not undertake any functional or mechanistic research.
“Second, we focused more on miRNAs linked with neuroimmunity in our early expression analyses, but did not undertake any functional or mechanistic research.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningBoth the hub miRNA and the mRNA created by constructing a miRNA-mRNA network may have a role in the incidence and progression of MMD via nerve-immunity interaction.
“Both the hub miRNA and the mRNA created by constructing a miRNA-mRNA network may have a role in the incidence and progression of MMD via nerve-immunity interaction.”
Quote in the paperSubstantial claim- Rests on an assumption: The miRNA-mRNA regulatory network constructed from the GEO datasets accurately represents the neuro-endocrine-immune interactions in MMD.
May combine two claims.
PremisecitationIn MMD, miRNAs are associated with depression caused by various illnesses and with response to specific treatments such as isoliquiritin, oligonucleotides, or purinergic receptor.
“In MMD, it has been reported that miRNAs are not only involved in the pathogenesis of the disease [17], but are also associated with depression caused by various illnesses [18, 19], as well as the response to specific treatments such as isoliquiritin [20], oligonucleotides [21], or purinergic receptor [22], confirming their potential as disease monitoring biomarkers.”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [18] Wang, 2021, The role of miRNA-624-5p in congenital hypothyroidism and its molecular mechanism by targeting SIRT1., Genes Genomics source
Not checked in the free run.
- cites [19] Shao, 2018, Identifying miRNA-mRNA regulation network of major depressive disorder in ovarian cancer patients., Oncol Lett source
Not checked in the free run.
- cites [20] Wang, 2021, Isoliquiritin ameliorates depression by suppressing NLRP3-mediated pyroptosis via miRNA-27a/SYK/NF-κB axis., J Neuroinflammation source
Not checked in the free run.
- cites [21] Artigas, 2021, Oligonucleotides as therapeutic tools for brain disorders: Focus on major depressive disorder and Parkinson’s disease., Pharmacol Ther source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Study design and conductnone givenAlthough various GEO datasets were batch normalized before analysis, it had little effect on the results, and there may still be bias when compared to analysis from the same dataset.
“What’s more, although we batched Normalize various GEO datasets before analysis, it has little effect on the results, and there may still be bias when compared to analysis from the same dataset.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductreasoningBatch normalization of multiple GEO datasets before statistics improved the stability and confidence of the results and reduced the small sample bias caused by the reduced sample size.
“Secondly, we used a joint analysis of multiple GEO data, although there were individual differences, we performed a batch Normalize data correction before the statistics to improve the stability and confidence of the results. It also reduced the small sample bias caused by the reduced sample size.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationTNF may induce inflammation by stimulating the NF-κB/MAPK signaling pathway and decreasing miR-338-3p levels.
“TNF may induce inflammation by stimulating the NF-κB/MAPK signaling pathway and decreasing miR-338-3p levels [42].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [42] Fang, 2021, miRNA-338-3p/CAMK IIα signaling pathway prevents acetaminophen-induced acute liver inflammation in vivo., Ann Hepatol source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationChemokines, which include Th17, Th1, and Th2, are key chemicals in the immunological and neurological systems; they can coordinate the migration of T and B cells to inflammatory areas, promote T cell activity and help B cell activation, and play a role in regulating immunity-inflammation in the immune system.
“Chemokines, which include Th17, Th1, and Th2, are key chemicals in the immunological and neurological systems. They can coordinate this migration of T and B cells to inflammatory areas, promote T cell activity and help B cell activation, and play a role in regulating immunity-inflammation in the immune system [66].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [66] Guo, 2021, Regulation of Th1/Th2 and Th17/Treg by pDC/mDC imbalance in primary immune thrombocytopenia., Exp Biol Med (Maywood) source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe JAK2/STAT3 signal pathway is involved in neuronal death and nervous reorganization in ischemic encephalopathy.
“A member of its family, the JAK2/STAT3 signal pathway, is involved in neuronal death and nervous reorganization in ischemic encephalopathy [62].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [62] Sun, 2020, The role of JAK/STAT signaling pathway and its inhibitors in diseases., Int Immunopharmacol source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMutations in Myt1L in chromosomal band 2p25.3 have been linked to intellectual disability, while Myt1L repetition has been linked to schizophrenia and MMD.
“Mutations in Myt1L in chromosomal band 2p25.3 have been linked to intellectual disability, while Myt1L repetition has been linked to schizophrenia and MMD [48].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [48] Cao, 2018, Myt1L Promotes Differentiation of Oligodendrocyte Precursor Cells and is Necessary for Remyelination After Lysolecithin-Induced Demyelination., Neurosci Bull source
Not checked in the free run.
May combine two claims.
PremisecitationFollowing psychological stress, activated T cells can enter the central nervous system in a variety of ways, reduce inflammation, and support neuronal integrity via cellular immunity, thus modifying depressed behavior.
“Following psychological stress, activated T cells can enter the central nervous system in a variety of ways, reduce inflammation, and support neuronal integrity via cellular immunity, thus modifying depressed behavior [67].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [67] Elzinga, 2014, Serum BDNF concentrations as peripheral manifestations of depression: evidence from a systematic review and meta-analyses on 179 associations (N=9484)., Mol Psychiatry source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
InterpretationreasoningThe JAK/STAT signaling system influences brain remodeling by activating inflammatory cytokines and altering the metabolism of the neuro-endocrine-immune network.
“Furthermore, the JAK/STAT signaling system influences brain remodeling by activating inflammatory cytokines and altering the metabolism of the neuro-endocrine-immune network.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationKCND2 is a potassium voltage-gated channel subfamily D protein-coding gene that encodes a type A potassium channel protein, important during the repolarization stage of an action potential.
“KCND2 is a potassium voltage-gated channel subfamily D protein-coding gene that can encode a type A potassium channel protein, which is important during the repolarization stage of an action potential [44].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [44] Pongs, 1999, Characterization of human Kv4.2 mediating a rapidly-inactivating transient voltage-sensitive K+ current., Recept Channels
Not checked in the free run.
May combine two claims.
PremisecitationTNF-α activates the JAK/STAT signal pathway via the protein-gp130 on the cell membrane's surface, and so contributes to the control of central nervous system degenerative alterations.
“Numerous studies have revealed that TNF-α activates JAK/STAT signal pathway via the protein-gp130 on the cell membrane’s surface, and so contributes to the control of central nervous system degenerative alterations [63].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [63] Sun, 2021, TNFα activates MAPK and Jak-Stat pathways to promote mouse Müller cell proliferation., Exp Eye Res source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMyt1L is important to neural differentiation, and mutations in it have been linked to autism spectrum disorder and an autosomal dominant form of cognitive dysfunction.
“This gene is important to neural differentiation, and mutations in it have been linked to autism spectrum disorder and an autosomal dominant form of cognitive dysfunction [47].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [47] Lancet, 2021, GeneCaRNA: A Comprehensive Gene-centric Database of Human Non-coding RNAs in the GeneCards Suite., J Mol Biol source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMyt1L is a member of the Myt/NZF family, encodes a neuronal transcription factor with 6 zinc fingers, and its expression has only been found in brain tissue thus far.
“Myt1L is a member of the Myt/NZF family, which encodes a neuronal transcription factor with 6 zinc fingers. Its expression has only been found in brain tissue thus far [46].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [46] Baldridge, 2020, MYT1L: A systematic review of genetic variation encompassing schizophrenia and autism., Am J Med Genet B Neuropsychiatr Genet source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationCHL1 is a cell adhesion molecule from the L1 family; deletion and repetition of this gene have been linked to a number of neurological disorders, including autism, Parkinson's disease, and mental disability.
“CHL1 is a cell adhesion molecule from the L1 family. The deletion and repetition of this gene have been linked to a number of neurological disorders, including autism, Parkinson’s disease, and mental disability [50].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [50] Fan, 2011, CHL1 negatively regulates the proliferation and neuronal differentiation of neural progenitor cells through activation of the ERK1/2 MAPK pathway., Mol Cell Neurosci source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationVoltage-gated potassium channels regulate dendritic A-type current I (SA) in brain neurons by controlling potassium transport across the excitatory membrane in the brain.
“By controlling potassium transport across the excitatory membrane in the brain, voltage-gated potassium channels regulate dendritic A-type current I (SA) in brain neurons [45].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [45] Pongs, 2000, Gene structures and expression profiles of three human KCND (Kv4) potassium channels mediating A-type currents I(TO) and I(SA)., Genomics source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe central nervous system is usually regarded as an immune zone due to the blood-brain barrier, but this idea is increasingly changing.
“Existing knowledge holds that the central nervous system is usually regarded as an immune zone due to the blood-brain barrier. However, as more researches are conducted, this idea is increasingly changing [65].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [65] Kelley, 2008, From inflammation to sickness and depression: when the immune system subjugates the brain., Nat Rev Neurosci source
Not checked in the free run.
The paper relies on this without support.
The plasma miRNA and mRNA expression profiles from the GEO datasets reflect the nerve-immunity processes relevant to MDD in the brain.
“The work is performed on microarray data. We analyzed the differences of miRNAs (GSE58105, GSE81152, GSE152267, and GSE182194) and mRNA (GSE19738, GSE32280, GSE44593, GSE53987, and GSE98793) in MDD and healthy samples from GEO datasets.”
The paper relies on this without support.
The GEO datasets remain comparable after batch normalization.
“The R4.1.0 Sva and Limma were used to multi-chips for data rectification (batch Normalize).”
The paper relies on this without support.
The miRNA-mRNA regulatory network constructed from the GEO datasets accurately represents the neuro-endocrine-immune interactions in MMD.
“Depending on the integrated analysis of miRNA-mRNA regulatory networks, miR-338-3p and miR-206 can coordinate the regulation of the neuro-endocrine-immune network by regulating chemokines such as Th17, Th1 and Th2, immune cells such as T/B and the JAK/STAT signaling pathway, among other things.”
The paper relies on this without support.
The GEO datasets used are representative of the MMD patient population.
“Secondly, we used a joint analysis of multiple GEO data, although there were individual differences, we performed a batch Normalize data correction before the statistics to improve the stability and confidence of the results.”
The paper relies on this without support.
The neuro-endocrine-immune network is a valid framework for understanding MMD.
“To research useful biomarkers and treatment targets from the perspective of MMD and the host neuro-endocrine-immune network to regulate the level of immune-inflammatory cytokines in the microenvironment and balance neuro-endocrine-immune homeostasis at the molecular level.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The link between miRNAs and the pathophysiology of depression may be implicated by the fact that miRNAs regulate neuronal regulation, neurotransmitter regulation, and microglia activation.
“The link between miRNAs and the pathophysiology of depression248–252 may be implicated by the fact that miRNAs regulate neuronal regulation, neurotransmitter regulation, and microglia activation.253,254”
From Epigenetic regulation in major depression and other stress-related disorders: molecular mechanisms, clinical relevance and therapeutic potential (2023) · cites this paper as [252]
The Discussion (page unavailable) links miR-338-3p to neuronal regulation and describes effects of miR-206 on neuronal function, supporting the neuronal part of the claim. The Introduction discusses microglial activation, and the Discussion mentions neurotransmitters, but neither passage says that miRNAs regulate microglial activation or neurotransmitters. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Reported 635 down-regulated DE-miRNAs exceeds the total
MinorThe paper reports only 34 DE-miRNAs in total, including 14 down-regulated ones, but later says that 635 down-regulated DE-miRNAs were found. The later description appears to mean target mRNAs rather than DE-miRNAs.
“578 up-regulated target mRNA and 635 down-regulated DE-miRNAs were found”
“The 34 DE-miRNAs (20 up-regulated and 14 down-regulated) and 578 up-regulated and 635 down-regulated target mRNAs effectively predicted”
mRNA heat-map caption names the wrong chips and count
MinorFigure 4 describes the 386 DE-mRNAs as displayed across four miRNA chips, whereas the methods say the mRNA analysis integrated five mRNA chips.
“A heat map depicting the expression variety of 386 DE-mRNAs across four miRNA chips”
“Perl was used to integrate the aforementioned five mRNA chips”
Volcano-plot miRNA counts do not match the reported totals
MinorThe results report 20 up-regulated and 14 down-regulated DE-miRNAs, but the Figure 3 caption reports 15 and 12, respectively, for the volcano plot.
“The combined dataset of 42 healthy people and 88 MMD patients revealed 34 DE-miRNAs (20 up-regulated and 14 down-regulated)”
“red dots represent upregulated DE-miRNAs (n = 15), blue dots represent downregulated DE-miRNAs (n = 12)”
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From inflammation to sickness and depression: when the immune system subjugates the brain
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da Luz, A. C. D. D. S., Dias, G. P., Bevilaqua, M. C. D. N., Cocks, G. D., Gardino, P. F., Thuret, S., & Nardi, A. E. (2013) · Neuropsychobiology · doi:10.1159/000353269 · Cited by 4,012 · see citing works
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The evolution of gene regulation by transcription factors and microRNAs
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The role of JAK/STAT signaling pathway and its inhibitors in diseases.
Xin, P., Xu, X., Deng, C., Liu, S., Wang, Y., Zhou, X., Ma, H., Wei, D., & Sun, S. (2020) · International Immunopharmacology · doi:10.1016/j.intimp.2020.106210 · Cited by 1,010 · see citing works
Molendijk, M. L., Spinhoven, P., Polak, M., Bus, B. A. A., Penninx, B. W. J. H., & Elzinga, B. M. (2014) · Molecular Psychiatry · doi:10.1038/mp.2013.105 · Cited by 702 · see citing works
Signaling Pathways in Inflammation and Anti-inflammatory Therapies.
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Treatment-resistant depression and peripheral C-reactive protein.
Chamberlain, S. R., Cavanagh, J., de Boer, P., Mondelli, V., Jones, D. N. C., Drevets, W. C., Cowen, P. J., Harrison, N. A., Pointon, L., Pariante, C. M., et al. (2019) · British Journal of Psychiatry · doi:10.1192/bjp.2018.66 · Cited by 400 · see citing works
TNF signaling drives myeloid-derived suppressor cell accumulation
Zhao, X., Rong, L., Zhao, X., Li, X., Liu, X., Deng, J., Wu, H., Xu, X., Erben, U., Wu, P., et al. (2012) · Journal of Clinical Investigation · doi:10.1172/jci64115 · Cited by 380 · see citing works
Astrocytic abnormalities and global DNA methylation patterns in depression and suicide
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- Authors
- Wu, Z., Cai, Z., Shi, H., Huang, X., Cai, M., Yuan, K., Huang, P., Shi, G., Yan, T., & Li, Z.
- Affiliations
- Guangzhou University of Chinese Medicine (CN)
- Shandong University of Traditional Chinese Medicine (CN)
- Yunnan University of Traditional Chinese Medicine (CN)
- Affiliated Hospital of Shandong University of Traditional Chinese Medicine (CN)
- Corresponding author
- Li, Zhichao
- Venue
- Aging
- Publisher
- Impact Journals, LLC
- Published
- 2022-04-25
- Volume
- 14
- Issue
- 8
- Pages
- 3569-3596
- ISSN
- 1945-4589 (ISSN-L)
- PMC
- PMC9085226
- OpenAlex
- W4224627783
- Semantic Scholar
- 3cf9dfe526bc0eb9940520b826d7b8cebc99bd55
- Cited by
- 37
- References
- 70
- Citations by year
- 2026: 5 · 2025: 7 · 2024: 19 · 2023: 5 · 2022: 1
- FWCI
- 4.79
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by
- Locations
- Aging (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › MicroRNA in disease regulation
- Life Sciences › Neuroscience › Biological Psychiatry › Tryptophan and brain disorders
- Keywords
- major depressive disorder, miRNA-mRNA regulatory network, biomarkers, therapeutic target, miR-206, miR-338-3p, KCND2, MYT1L, connexin 43, CHL1, SNAP-25, T cell receptor signaling, JAK/STAT signaling, neuroinflammation, hub genes
- MeSH terms
- Depression, Major Depressive Disorder, Humans, RNA, Messenger, Biomarkers, Computational Biology, Gene Expression Profiling, MicroRNAs, Gene Regulatory Networks
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-08.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-08.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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