Cytokine groupings were determined using unsupervised clustering analyses on >130 plasma-EDTA specimens provided to us for diagnostic testing from patients with a variety of inflammatory, autoimmune, and neoplastic conditions, using the methodology detailed in Eve Technologies’ publication:
The designations of physiological/pathological significance assigned to each grouping are speculative, based on an analysis of the immune signatures in our database of clinical specimens and on the functional/pathological roles of the analytes in each grouping established in the scientific literature.
High results across the analytes in this group are often observed in autoimmune and autoinflammatory conditions, and in severe systemic inflammation.
This group of analytes includes pro-inflammatory cytokines involved in initiating innate inflammation and adaptive immune responses.
The analytes in this group are hematopoietic growth factors and could indicate the expansion and activation of lymphocytes (IL-7) and/or leukocytes (GM-CSF, G-CSF, IL-3).
High levels of the analytes in this group may be associated with innate immune responses. High results across this group may indicate severe systemic inflammatory responses such as ‘cytokine storm’ (cytokine release syndrome; CRS) – similar profiles are frequently observed in conditions associated with CRS, such as macrophage activation syndrome (MAS), adult-onset Still’s disease (AOSD), and systemic arthritis, as well as lymphoproliferative disorders such as hemophagocytic lymphohistiocytosis (HLH) and lymphocytic leukemia.
The analytes in this group influence cell death through facilitating (perforin) or directly regulating apoptosis (sFas, TRAIL).
Perforin1 – Cell death-inducing glycoprotein released mainly by NK cells and CD8+ T cells which forms pores in the membranes of target cells. Perforin deficiency has been associated with hemophagocytic lymphohistiocytosis (HLH), leukemias and lymphomas, infectious diseases, and autoimmune diseases.
sFas (Soluble Fas)2,3 – Soluble form of the apoptosis-inducing receptor Fas. May protect Fas-expressing cells from FasL-induced apoptosis. High circulating levels of sFas have been observed in SLE patients and may contribute to autoimmunity.
TRAIL (TNF-related apoptosis-inducing ligand)4 – Apoptosis-inducing member of the TNF superfamily. TRAIL is an important factor in NK-mediated apoptosis and has potent anti-tumour activity by preferentially inducing apoptosis in cancer cells but not in normal cells. TRAIL has also been shown to promote the resolution of inflammation by accelerating apoptosis of neutrophils and has anti-inflammatory effects on T cell function by inhibiting the proliferation of Th1 cells, promoting Treg proliferation, and inducing apoptosis in autoreactive T cells and B cells.
Elevated levels of the analytes in this group could indicate the recruitment and regulation of NK cells, T cells, and B cells.
Elevated levels of the analytes in this group could indicate a state of tissue injury and mucosal inflammation.
The analytes in this group drive the recruitment, homing and activation of leukocytes and lymphocytes.
High levels of most or all of the analytes in this group could indicate a platelet activation/wound healing response, as all of these factors are stored in and released by platelets and/or take part in angiogenic, tissue remodeling or inflammatory processes during wound healing1. We often observe high results in this group in conditions typically associated with vascular injury, angiogenesis and/or thrombocytosis, such as AOSD 2, Kawasaki disease 3, juvenile arthritis4, familial Mediterranean fever (FMF)5, COVID-196, and Crohn’s disease7, whereas conditions that are generally associated with thrombocytopenia, such as HLH8, lymphocytic leukemia9, and hematopoietic stem cell transplantation10 tend to have lower values.
1. von Hundelshausen P, Weber C. Platelets as immune cells: bridging inflammation and cardiovascular disease. Circ Res. Jan 05 2007;100(1):27-40. doi:10.1161/01.RES.0000252802.25497.b7
2. Olvera-Acevedo A, Hurtado-Díaz J, Espinoza-Sánchez ML. Still’s disease: a rare condition, in a patient of unusual age. Rev Med Inst Mex Seguro Soc. 2020;58(4):517-521. doi:10.24875/RMIMSS.M20000078
3. Arora K, Guleria S, Jindal AK, Rawat A, Singh S. Platelets in Kawasaki disease: Is this only a numbers game or something beyond? Genes Dis. Mar 2020;7(1):62-66. doi:10.1016/j.gendis.2019.09.003
4. Spiegel LR, Schneider R, Lang BA, et al. Early predictors of poor functional outcome in systemic-onset juvenile rheumatoid arthritis: a multicenter cohort study. Arthritis Rheum. Nov 2000;43(11):2402-9. doi:10.1002/1529-0131(200011)43:11<2402::AID-ANR5>3.0.CO;2-C
5. Coban E, Adanir H. Platelet activation in patients with Familial Mediterranean Fever. Platelets. Sep 2008;19(6):405-8. doi:10.1080/09537100802187121
6. Rohlfing AK, Rath D, Geisler T, Gawaz M. Platelets and COVID-19. Hamostaseologie. Oct 2021;41(5):379-385. doi:10.1055/a-1581-4355
7. Yan SL, Russell J, Harris NR, Senchenkova EY, Yildirim A, Granger DN. Platelet abnormalities during colonic inflammation. Inflamm Bowel Dis. May 2013;19(6):1245-53. doi:10.1097/MIB.0b013e318281f3df
8. Sadaat M, Jang S. Hemophagocytic lymphohistiocytosis with immunotherapy: brief review and case report. J Immunother Cancer. Jun 05 2018;6(1):49. doi:10.1186/s40425-018-0365-3
9. Shahrabi S, Behzad MM, Jaseb K, Saki N. Thrombocytopenia in leukemia: Pathogenesis and prognosis. Histol Histopathol. Sep 2018;33(9):895-908. doi:10.14670/HH-11-976
10. Mahat U, Rotz SJ, Hanna R. Use of Thrombopoietin Receptor Agonists in Prolonged Thrombocytopenia after Hematopoietic Stem Cell Transplantation. Biol Blood Marrow Transplant. Mar 2020;26(3):e65-e73. doi:10.1016/j.bbmt.2019.12.003
An in-depth analysis of the inflammatory microenvironment is provided based on the qualitative results of groups of analytes representing different characteristics of inflammatory responses.
Type 1 (cell-mediated) immunity targets intracellular pathogens and cancer cells by inducing cell death. Important cellular contributors to type 1 immunity are Th1 cells, type 1 innate lymphoid cells (ILC1s), natural killer (NK) cells, CD8+ cytotoxic T cells, and M1-polarized macrophages. Dysregulation of type 1 immunity can result in autoimmunity.
IL-2 – Plays an essential role in the activation and proliferation of Th1 cells1
IL-12p70 –Released mainly by DCs, monocytes, and macrophages upon bacterial- or viral-specific pattern recognition receptor activation, IL-12p70 is the main driver of Th1 cell differentiation and induces IFNγ release from Th1 cells2
IL-18 – Produced mainly by macrophages and DCs upon the recognition of intracellular pathogens, IL-18 is a key factor in type 1 immunity. IL-18 acts synergistically with IL-12p70 to stimulate the expression of IFNγ in Th1 cells and ILC1s, sustains Th1 and cytotoxic T cell activation, and is a key component regulating ILC1 and NK cell function3
IL-27 – Contributes to Th1 cell differentiation and expansion at the onset of a type 1 immune response, but also inhibits the release of IL-2 and induces the release of IL-10 which suppresses the Th1 response, so IL-27 may contribute to both the initiation and resolution of type 1 inflammatory responses4
IFNγ – The major signature cytokine secreted by Th1 cells, as well as NKs, ILC1s, and antigen-presenting cells like DCs and macrophages, IFNγ signaling is the key factor that orchestrates type 1 immune responses5
TNFα – A pro-inflammatory cytokine involved in systemic inflammation and a member of a group of cytokines that stimulate the acute phase reaction. It is secreted by macrophages, NK cells, and Th1 cells6
TNFβ (Lymphotoxin-α) – Type 1 cytokine released by Th1 cells, CD8+ T cells, NK cells, and macrophages7
Granzyme A, Granzyme B – Cell death-inducing serine proteases stored in the granules of NK cells and cytotoxic T cells that contribute to cell killing in type 1 immune responses8
Perforin – Cell death-inducing glycoprotein released mainly by NK cells and CD8+ T cells which forms pores in the membranes of target cells and contributes to cell killing in type 1 immune responses9
MIG (CXCL9), IP-10 (CXCL10), I-TAC (CXCL11) – CXCR3 ligands induced by IFNγ that drive the recruitment of macrophages, dendritic cells, NK cells, and Th1 cells to sites of inflammation10,11
Type 2 (humoral) immunity targets multicellular helminth parasites. Important cellular contributors to type 2 immunity are Th2 cells, type 2 innate lymphoid cells (ILC2s), Th9 cells, eosinophils, basophils, mast cells, and M2-polarized macrophages. Dysregulation of type 2 immunity can result in allergy and allergic diseases.
IL-4 – Promotes the differentiation, proliferation and survival of Th2 cells and is also a major effector cytokine released by activated Th2 cells that drives type 2 responses. IL-4 induces Ig isotype switching to IgG1 and IgE in B cells and drives the maturation and activation of DCs1
IL-17E/IL-25 – An epithelial alarmin released in response to danger signals, IL-17E/IL-25 amplifies type 2 immune responses by promoting the production of IL-4, IL-5, and IL-13 by Th2 cells and ILC2s2
IL-33 – A key cytokine in type 2 immunity, IL-33 induces type 2 cytokine release (IL-4, IL-5, IL-13) in Th2 cells, ILC2s, basophils, mast cells, and macrophages. Also, DCs activated by IL-33 promote Th2 polarization upon antigen presentation to naïve T helper cells3,4
TSLP (Thymic stromal lymphopoietin) – Produced mainly by epithelial tissues in response to inflammatory stimuli, TSLP primes DCs to induce Th2 polarization, plays a role in the development of ILC2s, and drives the expression of type 2 cytokines (IL-4, IL-5, IL-13)5
IL-5 – Stimulates antibody production in B cells and is an essential factor in eosinophilic inflammation by promoting the development, survival and activation of mature eosinophils. As a key factor in Th2-mediated responses, IL-5 contributes to diseases of allergic inflammation such as asthma1
IL-13 – Contributes to the type 2 immune response by serving as a co-stimulator that drives B cell maturation, activation and antibody release. IL-13 has been shown to inhibit the production of pro-inflammatory cytokines (IL-1β, TNFα, IL-12) by monocytes and may have a protective effect in type 1 inflammation, although both Th1 and Th17 cells have been shown to co-express IL-13 with their signature cytokines in some contexts6. IL-13 contributes to allergic inflammatory responses and is thought to drive the effector, rather than the initiation, phase of allergic diseases such as asthma1
IL-9 – A pleiotropic cytokine that is highly expressed by Th9 cells, mast cells and type 2 ILCs, and contributes to type 2 immune responses by promoting the growth and differentiation of mast cells, and stimulating the proliferation of T and B cells7,8
IL-31 – A pro-inflammatory cytokine released mainly by Th2 cells, macrophages, dendritic cells, and a sub-population of T helper cells that migrate selectively to the skin. IL-31 has been identified as a major contributor to non-histamine-mediated skin itch, and is prominently implicated in the pathogenesis of atopic dermatitis. IL-31 may also contribute to the pathogenesis of other allergic diseases such as asthma9
Eotaxin-1 (CCL11), -2 (CCL24), -3 (CCL26))10 – Recruitment of eosinophils, basophils, mast cells, and activatedTh2 cells, to sites of inflammation via CCR3.
TARC (Thymus and activation regulated chemokine; CCL17)11 – Drives the recruitment of CCR4-expressing immune cells, most notably Th2 cells, to sites of inflammation.
Type 3 (mucosal) immunity is an important contributor to epithelial integrity, and targets extracellular unicellular pathogens (bacteria, fungi, viruses). Important cellular contributors to type 3 immunity are Th17 cells, type 3 innate lymphoid cells (ILC3s), Th22 cells, and neutrophils. Dysregulation of type 3 immunity can result in autoimmunity.
IL-23 – Drives the differentiation of Th17 cells (when present with IL-1) and induces IL-17 release. Prolonged exposure to elevated levels of IL-23 and IL-1β induces the ability of Th17 cells to secrete IFN-γ/GM-CSF (the highly inflammatory and pathogenic Th17.1 phenotype)1. IL-23 blocking agents have been approved or are being investigated for the treatment of psoriasis, psoriatic arthritis, rheumatoid arthritis, Crohn’s disease, and ankylosing spondylitis, and inflammatory bowel disease. IBD patients that do not respond to TNF blockers (indicative of a refractory phenotype) tend to respond well to anti-IL-23 antibody therapy2,3
IL-1α, IL-1β – IL-1 is an important factor in the differentiation, proliferation and function of Th17 cells, acting synergistically with IL-23 to induce the release of IL-17A. IL-1β also supports the production of type 3 cytokines IL-17A and IL-22 in ILC3s4
IL-6 – A key factor in inducing the differentiation of Th17 cells when co-signaling with TGFß5,6
IL-17A –Contributes to host defense and pathogen clearance of extracellular bacteria and fungi, as well as regulation of the gut microbiota. IL-17A blocking agents have been approved or are being investigated for the treatment of psoriasis, rheumatoid arthritis, ankylosing spondylitis, and multiple sclerosis7
IL-17F –IL-17F forms homodimers or heterodimers with IL-17A to promote host defense at mucosal barriers. Unlike IL-17A, IL-17F can also be produced by activated monocytes and epithelial cells8
IL-21 – Pleiotropic cytokine with broad effects in regulating both innate and adaptive immune responses, IL-21 is an important factor in promoting sustained immunity to chronic infections. IL-21 also drives differentiation of naïve CD4+ T cells to Th17 cells (with TGF-β) and to Tfh cells (in the absence of TGF-β)9
IL-22 – A cytokine released primarily by lymphoid cells, including Th22 cells (thought to be the major source of IL-22 in the peripheral circulation), as well as Th17 cells, type 3 innate lymphoid cells (ILC3s), and NKs. Depending on the tissue and pathological context, IL-22 can either reduce inflammation and drive epithelial repair and regeneration, or it can induce pro-inflammatory mediators and promote type 3 inflammation10
IFNγ, GM-CSF – Highly pathogenic Th17.1 cells (Th17 cells that acquire ability to secrete IFNy – caused by IL-12-induced T-bet co-expression with RORγt) may contribute to disease severity in several autoimmune and inflammatory diseases1,11
IL-10 – A potent anti-inflammatory factor. IL-10 promotes immunomodulatory Treg development, decreases inflammatory cytokine production and prevents the development of T cell-mediated immune responses1
IL-35 – A potent anti-inflammatory cytokine secreted by Tregs and Bregs that suppresses T cell proliferation and induces IL-35-secreting Treg cells (iTr35)2
TRAIL – Promotes the resolution of inflammation by accelerating apoptosis of neutrophils and has anti-inflammatory effects on T cell function by inhibiting the proliferation of Th1 cells, promoting Treg proliferation, and inducing apoptosis in autoreactive T cells and B cells3
IL-1RA (IL-1 receptor antagonist) – Antagonist of the IL-1 receptor, IL-1RA blocks the effects of IL-1α and IL-1β. Thought to be an acute phase factor that balances the physiologic effects of IL-14
The potential activation or expansion of different cell types can be inferred by the presence of factors known to drive the differentiation, proliferation, and activation of each cell type.
B cells1-5 – IL-7, sCD40L, IL-4, IL-6, BCA-1, BAFF, APRIL, IL-21
T cells6 – IL-2, IL-7, IL-15
Cytotoxic T cells7-10 – IFNγ, IL-2, IL-12p70, IL-21, TNFα, Lymphotactin
NK cells11,12 – IL-2, IL-12p70, IL-15, IL-18, TNFβ
Neutrophils13,14 – G-CSF, IL-8, GM-CSF, IL-6
Basophils15,16 – IL-3, GM-CSF, IL-33, TSLP
Macrophages17,18 – GM-CSF, M-CSF, IL-34
Dendritic cells19,20 – IL-3, FLT-3L, GM-CSF
Mast cells19,21 – SCF, IL-9, IL-33, IL-4
Eosinophils19 – IL-3, IL-5, GM-CSF
References: