Correlation of systemic immune-inflammation index and moderate/major depression in patients with depressive disorders: a large sample cross-sectional study
Open accessAbstract
Objective To evaluate the clinical value of systemic immune-inflammation index (SII) based on peripheral blood neutrophil, lymphocyte, and platelet count in evaluating the subtype and severity of depression in patients with depressive disorder. Methods This retrospective cohort study was conducted in the Third People’s Hospital of Fuyang City from January 1, 2020 to December 31, 2022. The data included sociodemographic information at admission, clinical data, discharge diagnosis and inflammatory markers. Patients were divided into low SII group and high SII group according to the optimal threshold of SII determined by receiver operating characteristic curve (ROC curve). Binary logistic regression was used to analyze the correlation between moderate/major depression and SII level. Results Compared to the low SII group, the high SII group had a higher age level (χ2 = 7.663, p = 0.006), more smokers (χ2 = 9.458, p = 0.002), more moderate/major depression patients (χ2 = 45.645, p < 0.001), and a higher proportion of patients with accompanying somatic symptoms (χ2 = 14.867, p < 0.001). In the final logistic regression model, after controlling for confounding factors, SII at admission was significantly associated with moderate/major depression [β =1.285, p < 0.001; odds ratio (95% confidence intervals) = 3.614 (2.693–4.850)]. Patients with high SII scores were 3.614 times more likely to have moderate/severe depression than those with low SII scores. We propose a cut-off value of SII =540.78 (sensitivity = 36.4% and specificity = 80.3%) according to the maximum Youden index. Conclusion Our research indicates that SII may be a useful, repeatable, convenient, and affordable index to identify moderate/major depression in depressive disorder.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
There has only been 1 study that included only patients with MDD and found that SII at admission was significantly associated with moderate and severe MDD.
“There has only been 1 study that included only patients with MDD and found that SII at admission was significantly associated with moderate and severe MDD.25”
From Association Between Mood Disorder Severity, Treatment Response and Systemic Inflammatory Markers: Exploring the Role of NLR, PLR, MLR, and SII (2024) · cites this paper as [25]
The Results passage reports that SII at admission was significantly associated with moderate/major depression. However, the Study participants section says enrollment required an ICD-10 depressive-disorder diagnosis, not specifically MDD, and the paper does not establish that it was the only such study. (LLM, conf=0.85)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Malhi, G. S., & Mann, J. J. (2018) · The Lancet · doi:10.1016/s0140-6736(18)31948-2 · Cited by 4,099 · see citing works
The role of inflammation in depression: from evolutionary imperative to modern treatment target
Miller, A. H., & Raison, C. L. (2016) · Nature Reviews Immunology · doi:10.1038/nri.2015.5 · Cited by 3,942 · see citing works
Mazza, M. G., Palladini, M., De Lorenzo, R., Magnaghi, C., Poletti, S., Furlan, R., Ciceri, F., Rovere-Querini, P., & Benedetti, F. (2021) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2021.02.021 · Cited by 513 · see citing works
Inflammation and depression: a causal or coincidental link to the pathophysiology?
Leonard, B. E. (2018) · Acta Neuropsychiatrica · doi:10.1017/neu.2016.69 · Cited by 409 · see citing works
Meta-review of depressive subtyping models
Harald, B., & Gordon, P. (2012) · Journal of Affective Disorders · doi:10.1016/j.jad.2011.07.015 · Cited by 328 · cited 4× · see citing works
“(2) This study was a non-multicenter study; (3) the ability to detect biomarkers reflecting inflammatory and immune responses was insufficient, which could not fully reflect the pathophysiological process of depression; (4) important psychosocial stress situations related to depressive events and pre-admission treatme…”
BackgroundMethodInfluentialAtli, A., Demir, S., Bulut, M., Okan İbiloğlu, A., Güneş, M., Kaya, M., Demirpençe, Ö., & Sır, A. (2015) · Neuropsychiatric Disease and Treatment · doi:10.2147/ndt.s89470 · Cited by 156 · see citing works
Hernández, M. E., Mendieta, D., Martínez-Fong, D., Loría, F., Moreno, J., Estrada, I., Bojalil, R., & Pavón, L. (2008) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2008.08.001 · Cited by 140 · see citing works
Dietrich-Muszalska, A., & Wachowicz, B. (2017) · The World Journal of Biological Psychiatry · doi:10.3109/15622975.2016.1155748 · Cited by 78 · see citing works
Özyurt, G., & Binici, N. C. (2018) · Psychiatry Research · doi:10.1016/j.psychres.2018.08.007 · Cited by 74 · cited 1× · see citing works
“In the group of adolescents with major depressive disorder, disease severity was positively correlated with NLR, which may support the hypothesis that inflammation plays an important role in the etiology of major depressive disorder in adolescents (36).”
ResultFluoxetine as an anti-inflammatory therapy in SARS-CoV-2 infection
Creeden, J. F., Imami, A. S., Eby, H. M., Gillman, C., Becker, K. N., Reigle, J., Andari, E., Pan, Z. K., O’Donovan, S. M., McCullumsmith, R. E., et al. (2021) · Biomedicine & Pharmacotherapy · doi:10.1016/j.biopha.2021.111437 · Cited by 61 · see citing works
Wei, Y., Feng, J., Ma, J., Chen, D., Xu, H., Yin, L., & Chen, J. (2022) · BMC Psychiatry · doi:10.1186/s12888-022-03775-9 · Cited by 48 · see citing works
Liu, X., Bai, X., Ren, R., Tan, L., Zhang, Y., Lan, H., Yang, Q., He, J., & Tang, X. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.985823 · Cited by 39 · see citing works
Flagged first, then by citations
Research works printed but not linked: 26
- [3]Bessa J Carvalho S Cunha I Fernandes M Matos-Pires A Neves R. Treatment-resistant depression in Portugal: perspective from psychiatry experts. Front Psychiatry. (2022) 13: 824919. doi: 10.3389/fpsyt.2022.824919, PMID: 35432028 PMC9005774 · DOI
- [4]Rudzki L Maes M. From "leaky gut" to impaired glia-neuron communication in depression. Adv Exp Med Biol. (2021) 1305: 129– 55. doi: 10.1007/978-981-33-6044-0_9 33834399 · DOI
- [5]Cavaleri D Bartoli F Capogrosso CA Guzzi P Moretti F Riboldi I. Blood concentrations of neopterin and biopterin in subjects with depression: a systematic review and meta-analysis. Prog Neuropsychopharmacol Biol Psychiatry. (2023) 120: 110633. doi: 10.1016/j.pnpbp.2022.110633, PMID: 36089162 · DOI
- [6]Troubat R Barone P Leman S Desmidt T Cressant A Atanasova B. Neuroinflammation and depression: a review. Eur J Neurosci. (2021) 53: 151– 71. doi: 10.1111/ejn.14720 32150310 · DOI · Paper page
- [7]Mikulska J Juszczyk G Gawrońska-Grzywacz M Herbet M. HPA axis in the pathomechanism of depression and schizophrenia: new therapeutic strategies based on its participation. Brain Sci. (2021) 11: 1298. doi: 10.3390/brainsci11101298 34679364 PMC8533829 · DOI · Paper page
- [8]Li R Zhao D Qu R Fu Q Ma S. The effects of apigenin on lipopolysaccharide-induced depressive-like behavior in mice. Neurosci Lett. (2015) 594: 17– 22. doi: 10.1016/j.neulet.2015.03.040, PMID: 25800110 · DOI
- [9]Durairaj H Steury M Parameswaran N. Paroxetine differentially modulates LPS-induced TNFα and IL-6 production in mouse macrophages. Int Immunopharmacol. (2015) 25: 485– 92. doi: 10.1016/j.intimp.2015.02.029, PMID: 25744603 PMC4373999 · DOI
- [10]Köhler C Freitas T Stubbs B Maes M Solmi M Veronese N. Peripheral alterations in cytokine and chemokine levels after antidepressant drug treatment for major depressive disorder: systematic review and meta-analysis. Mol Neurobiol. (2018) 55: 4195– 206. doi: 10.1007/s12035-017-0632-1, PMID: 28612257 · DOI · Paper page
- [12]Dong M Shi Y Yang J Zhou Q Lian Y Wang D. Prognostic and clinicopathological significance of systemic immune-inflammation index in colorectal cancer: a meta-analysis. Ther Adv Med Oncol. (2020) 12: 1758835920937425. doi: 10.1177/1758835920937425, PMID: 32699557 PMC7357045 · DOI
- [13]Gao H Wusiman L Cao B Wujieke A Zhang W. The role of preoperative systemic immune-inflammation index in predicting the prognosis of patients with digestive tract cancers: a meta-analysis. Transpl Immunol. (2022) 73: 101613. doi: 10.1016/j.trim.2022.101613, PMID: 35500845 · DOI
- [14]Hu J Wang L Fan K Ren W Wang Q Ruan Y. The association between systemic inflammatory markers and post-stroke depression: a prospective stroke cohort. Clin Interv Aging. (2021) 16: 1231– 9. doi: 10.2147/cia.S314131, PMID: 34234423 PMC8243596 · DOI · Paper page
- [15]Mazza M de Lorenzo R Conte C Poletti S Vai B Bollettini I. Anxiety and depression in Covid-19 survivors: role of inflammatory and clinical predictors. Brain Behav Immun. (2020) 89: 594– 600. doi: 10.1016/j.bbi.2020.07.037, PMID: 32738287 PMC7390748 · DOI · Paper page
- [16]Benedetti F Palladini M Paolini M Melloni E Vai B de Lorenzo R. Brain correlates of depression, post-traumatic distress, and inflammatory biomarkers in Covid-19 survivors: a multimodal magnetic resonance imaging study. Brain Behav Immun Health. (2021) 18: 100387. doi: 10.1016/j.bbih.2021.100387, PMID: 34746876 PMC8562046 · DOI
- [17]Zimmerman M Martinez J Young D Chelminski I Dalrymple K. Severity classification on the Hamilton depression rating scale. J Affect Disord. (2013) 150: 384– 8. doi: 10.1016/j.jad.2013.04.028 23759278 · DOI · Paper page
- [18]Syed S Beurel E Loewenstein D Lowell J Craighead W Dunlop B. Defective inflammatory pathways in never-treated depressed patients are associated with poor treatment response. Neuron. (2018) 99: 914– 24.e3. doi: 10.1016/j.neuron.2018.08.001, PMID: 30146307 PMC6151182 · DOI
- [19]O’Brien S Scully P Fitzgerald P Scott L Dinan T. Plasma cytokine profiles in depressed patients who fail to respond to selective serotonin reuptake inhibitor therapy. J Psychiatr Res. (2007) 41: 326– 31. doi: 10.1016/j.jpsychires.2006.05.013, PMID: 16870211 · DOI · Paper page
- [20]Wittenberg G Greene J Vértes P Drevets W Bullmore E. Major depressive disorder is associated with differential expression of innate immune and neutrophil-related gene networks in peripheral blood: a quantitative review of whole-genome transcriptional data from case-control studies. Biol Psychiatry. (2020) 88: 625– 37. doi: 10.1016/j.biopsych.2020.05.006, PMID: 32653108 · DOI
- [22]Wang J Zhou D Dai Z Li X. Association between systemic immune-inflammation index and diabetic depression. Clin Interv Aging. (2021) 16: 97– 105. doi: 10.2147/cia.S285000, PMID: 33469277 PMC7810592 · DOI · Paper page
- [24]Bollen J Trick L Llewellyn D Dickens C. The effects of acute inflammation on cognitive functioning and emotional processing in humans: a systematic review of experimental studies. J Psychosom Res. (2017) 94: 47– 55. doi: 10.1016/j.jpsychores.2017.01.002, PMID: 28183402 · DOI
- [26]Setiawan E Wilson A Mizrahi R Rusjan P Miler L Rajkowska G. Role of translocator protein density, a marker of neuroinflammation, in the brain during major depressive episodes. JAMA Psychiat. (2015) 72: 268– 75. doi: 10.1001/jamapsychiatry.2014.2427, PMID: 25629589 PMC4836849 · DOI · Paper page
- [27]Chen S Yin Y Yue Y Li Y Zhang Y Jiang W. Integrating functional neuroimaging and serum proteins improves the diagnosis of major depressive disorder. J Affect Disord. (2023) 325: 421– 8. doi: 10.1016/j.jad.2023.01.034 36642308 · DOI
- [31]Marazziti D Torrigiani S Carbone M Mucci F Flamini W Ivaldi T. Neutrophil/lymphocyte, platelet/lymphocyte, and monocyte/lymphocyte ratios in mood disorders. Curr Med Chem. (2022) 29: 5758– 81. doi: 10.2174/0929867328666210922160116, PMID: 34551689 · DOI · Paper page
- [33]Kinoshita H Takekawa D Kudo T Sawada K Mikami T Hirota K. Higher neutrophil-lymphocyte ratio is associated with depressive symptoms in Japanese general male population. Sci Rep. (2022) 12: 9268. doi: 10.1038/s41598-022-13562-x, PMID: 35661149 PMC9166769 · DOI
- [34]Kumar K Srivastava S Sharma B Avasthi R Kotru M. Comparison between inflammatory biomarkers (high-sensitivity C-reactive protein and neutrophil-lymphocyte ratio) and psychological morbidity in suicide attempt survivors brought to medicine emergency. Cureus. (2021) 13: e17459. doi: 10.7759/cureus.17459, PMID: 34603861 PMC8475737 · DOI
- [35]Aydin Sunbul E Sunbul M Yanartas O Cengiz F Bozbay M Sari I. Increased neutrophil/lymphocyte ratio in patients with depression is correlated with the severity of depression and cardiovascular risk factors. Psychiatry Investig. (2016) 13: 121– 6. doi: 10.4306/pi.2016.13.1.121, PMID: 26766954 PMC4701675 · DOI · Paper page
- [38]Tomaz V Chaves Filho A Cordeiro R Jucá P Soares M Barroso P. Antidepressants of different classes cause distinct behavioral and brain pro- and anti-inflammatory changes in mice submitted to an inflammatory model of depression. J Affect Disord. (2020) 268: 188– 200. doi: 10.1016/j.jad.2020.03.022, PMID: 32174477 · DOI
Cited by
Sorted by citations
Department of Psychiatry, G. U., Kucukkarapinar, M., Erbil, D., Department of Psychiatry, G. U., Keles, İ., Department of Psychiatry, G. U., Karadag, F., & Department of Psychiatry, G. U. (2024) · Psychiatry and Clinical Psychopharmacology · doi:10.5152/pcp.2024.23760 · Cited by 14 · see citing works
- Authors
- Cui, S., Li, J., Liu, Y., Yao, G., Wu, Y., Liu, Z., Sun, L., Sun, L., & Liu, H.
- Affiliations
- Anhui Medical University (CN)
- Corresponding author
- Cui, Shu
- Liu, Huanzhong
- Venue
- Frontiers in Psychiatry
- Publisher
- Frontiers Media SA
- Published
- 2023-05-18
- Volume
- 14
- Pages
- 1159889-1159889
- ISSN
- 1664-0640 (ISSN-L)
- PMC
- PMC10232846
- OpenAlex
- W4377104680
- Cited by
- 39
- References
- 12
- Citations by year
- 2026: 8 · 2025: 15 · 2024: 14 · 2023: 2
- FWCI
- 3.61
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Frontiers in Psychiatry (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Life Sciences › Neuroscience › Biological Psychiatry › Tryptophan and brain disorders
- Health Sciences › Medicine › Oncology › Inflammatory Biomarkers in Disease Prognosis
- Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
- Keywords
- systemic immune-inflammation index, depression severity, depressive disorders, inflammatory markers, neutrophil count, lymphocyte count, platelet count, somatic symptoms
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.
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 ›
Are you an author, or do you see a problem with this page? Request a review