# Investigation of systemic immune-inflammation index, neutrophil/high-density lipoprotein ratio, lymphocyte/high-density lipoprotein ratio, and monocyte/high-density lipoprotein ratio as indicators of inflammation in patients with schizophrenia and bipolar disorder

**Authors:** Yanyan Wei, Tingting Wang, Guoguang Li, Junhui Feng, Lianbang Deng, Haiting Xu, Lu Yin, Jinbao Ma, Dongning Chen, Jingxu Chen

PMC · DOI: 10.3389/fpsyt.2022.941728 · Frontiers in Psychiatry · 2022-07-26

## TL;DR

This study explores how inflammation markers differ in schizophrenia and bipolar disorder patients compared to healthy individuals, suggesting potential new diagnostic tools.

## Contribution

The study identifies novel inflammation and lipid metabolism indicators that differentiate schizophrenia and bipolar disorder subtypes from healthy controls.

## Key findings

- Inflammation markers SII, SIRI, NHR, MHR, and PHR are elevated in schizophrenia and bipolar disorder compared to healthy controls.
- Lipid metabolism parameters like HDL and LDL show distinct patterns in schizophrenia and bipolar disorder subtypes.
- Combining inflammation and lipid markers improves diagnostic accuracy for mental health conditions.

## Abstract

The systemic immune-inflammation index (SII), system inflammation response index (SIRI), neutrophil/high-density lipoprotein (HDL) ratio (NHR), lymphocyte/HDL ratio (LHR), monocyte/HDL ratio (MHR), and platelet/HDL ratio (PHR) have been recently investigated as new markers for inflammation. The purpose of this research is to use large-scale clinical data to discuss and compare the predictive ability of the SII, SIRI, NHR, LHR, MHR, and PHR in patients with schizophrenia (SCZ) and bipolar disorder (BD), to investigate potential biomarkers.

In this retrospective, naturalistic, cross-sectional study, we collected the hematological parameter data of 13,329 patients with SCZ, 4,061 patients with BD manic episodes (BD-M), and 1,944 patients with BD depressive episodes (BD-D), and 5,810 healthy subjects served as the healthy control (HC) group. The differences in the SII, SIRI, NHR, LHR, MHR, and PHR were analyzed, and a receiver operating characteristic (ROC) curve was used to analyze the diagnostic potential of these parameters.

Compared with the HC group, the values of the SII, SIRI, NHR, LHR, MHR, and PHR and the levels of neutrophils, monocytes, and triglycerides (TG) were higher in SCZ and BD groups, and levels of platelets, cholesterol (CHO), HDL, low-density lipoprotein (LDL), and apoprotein B (Apo B) were lower in SCZ and BD groups. Compared to the BD group, the values of the SIRI, lymphocytes, monocytes, and HDL were lower and the values of the SII, NHR, PHR, and platelet were higher in the SCZ group. In contrast to the BD-D group, the values of the SII; SIRI; NHR; and MHR; and levels of neutrophils, monocytes, and platelets were higher in the BD-M group, and the levels of CHO, TG, LDL, and Apo B were lower in the BD-M group. The MHR and NHR were predictors for differentiating the SCZ group from the HC group; the SIRI, NHR, and MHR were predictors for differentiating the BD-M group from the HC group; and the MHR was a predictor for differentiating the BD-D group from the HC group. The combination model of the indicators improved diagnostic effectiveness.

Our study highlights the role of systemic inflammation in the pathophysiology of SCZ, BD-M, and BD-D, the association between inflammation and lipid metabolism, and these inflammation and lipid metabolism indicators showed different variation patterns in SCZ, BD-D, and BD-M.

## Linked entities

- **Diseases:** schizophrenia (MONDO:0005090), bipolar disorder (MONDO:0004985), BD-D (MONDO:0007222)

## Full-text entities

- **Genes:** APOB (apolipoprotein B) [NCBI Gene 338] {aka FCHL2, FLDB, LDLCQ4, apoB-100, apoB-48}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, IL1RN (interleukin 1 receptor antagonist) [NCBI Gene 3557] {aka CRMO2, DIRA, ICIL-1RA, IL-1RN, IL-1ra, IL-1ra3}, HPX (hemopexin) [NCBI Gene 3263] {aka HX}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}
- **Diseases:** autoimmune disease (MESH:D001327), heart failure (MESH:D006333), thrombotic (MESH:D013927), hyperreactivity (MESH:D016535), epilepsy (MESH:D004827), SCZ (MESH:D012559), personality disorder (MESH:D010554), disorders (MESH:D009358), SII (MESH:D007249), esophageal, and gastric cancers (MESH:D013274), erectile dysfunction (MESH:D007172), immune (MESH:D007154), mental illnesses (MESH:D001523), thrombocytopenia (MESH:D013921), psychosis (MESH:D011618), nasopharyngeal carcinomas (MESH:D000077274), BD (MESH:D001714), leukopenia (MESH:D007970), cancer (MESH:D009369), Parkinson's disease (MESH:D010300), acute pancreatitis (MESH:D010195), cerebral infarction (MESH:D002544), COVID-19 (MESH:D000086382), leukocytosis (MESH:D007964), Diseases (MESH:D004194), thrombocytosis (MESH:D013922), infection (MESH:D007239), affective disorder (MESH:D019964), coronary heart disease (MESH:D003327), neurotic disorder (MESH:D009497), cholangiocarcinoma (MESH:D018281), head injury (MESH:D006259), HC (MESH:D000067329), cardiovascular disease (MESH:D002318), cognitive deficits (MESH:D003072), depression (MESH:D003866)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC9360542/full.md

## References

53 references — full list in the complete paper: https://tomesphere.com/paper/PMC9360542/full.md

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Source: https://tomesphere.com/paper/PMC9360542