Immunological Constant Of Rejection
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The Immunologic Constant of Rejection (ICR), is a notion introduced by biologists to group a shared set of genes expressed in tissue destructive-pathogenic conditions like
cancer Cancer is a group of diseases involving Cell growth#Disorders, abnormal cell growth with the potential to Invasion (cancer), invade or Metastasis, spread to other parts of the body. These contrast with benign tumors, which do not spread. Po ...
and
infection An infection is the invasion of tissue (biology), tissues by pathogens, their multiplication, and the reaction of host (biology), host tissues to the infectious agent and the toxins they produce. An infectious disease, also known as a transmis ...
, along a diverse set of physiological circumstances of tissue damage or organ failure, including
autoimmune disease An autoimmune disease is a condition that results from an anomalous response of the adaptive immune system, wherein it mistakenly targets and attacks healthy, functioning parts of the body as if they were foreign organisms. It is estimated tha ...
or
allograft Allotransplant (''allo-'' meaning "other" in Ancient Greek, Greek) is the Organ transplant, transplantation of cell (biology), cells, Biological tissue, tissues, or Organ (anatomy), organs to a recipient from a genetically non-identical donor of ...
rejection. The identification of shared mechanisms and phenotypes by distinct immune pathologies, marked as a hallmarks or biomarkers, aids in the identification of novel treatment options, without necessarily assessing patients phenomenologies individually.


Concept

The concept of immunologic constant of rejection is based on the proposition that: * Tissue-specific destruction does not necessarily only occur after non-self recognition of the body, but can also occur against self- or quasi-self; such as the phenotypes observed in autoimmune diseases. * Immune cells required for the induction of a cognate/
adaptive immune response The adaptive immune system (AIS), also known as the acquired immune system, or specific immune system is a subsystem of the immune system that is composed of specialized cells, organs, and processes that eliminate pathogens specifically. The ac ...
differ from those cells necessary for the activation of an effector immune response. * Although the causes of tissue-specific destruction vary among pathologic states, the effector immune response observed in these conditions is found to converge into one single mechanism, including the activation of adaptive and innate cytotoxic mechanisms. * Adaptive immunity participates as a tissue-specific trigger, but it is not always sufficient or necessary for tissue destruction. Intensive work on factors activated during immune-mediated rejection have concluded that tissue-specific destruction is correlated with the expression of
interferon Interferons (IFNs, ) are a group of signaling proteins made and released by host cells in response to the presence of several viruses. In a typical scenario, a virus-infected cell will release interferons causing nearby cells to heighten ...
s (IFNa and IFNy), and Interferon-stimulated gene (ISGs).


Mechanism

In the case of autoimmunity and/or allograft rejection, immunity broadens in the target organ by producing
chemokine Chemokines (), or chemotactic cytokines, are a family of small cytokines or signaling proteins secreted by cells that induce directional movement of leukocytes, as well as other cell types, including endothelial and epithelial cells. In addit ...
s of the CXCL family that recruit the receptor
CXCR3 Chemokine receptor CXCR3 is a Gαi protein-coupled receptor in the CXC chemokine receptor family. Other names for CXCR3 are G protein-coupled receptor 9 (GPR9) and CD183. There are three isoforms of CXCR3 in humans: CXCR3-A, CXCR3-B and chemok ...
-bearing cytotoxic T cells. These initiate the following cascade: # CXCR3 ligand chemokines (CXCL-9, -10 and -11) are produced in response to activated B cells and the pro-inflammatory secretion of interleukin 12 ( IL12) and/or interferon-gamma ( IFNy) by
antigen-presenting cell An antigen-presenting cell (APC) or accessory cell is a Cell (biology), cell that displays an antigen bound by major histocompatibility complex (MHC) proteins on its surface; this process is known as antigen presentation. T cells may recognize the ...
s (APCs). # CXCR3 expressing Th1-polarized
CD4 In molecular biology, CD4 (cluster of differentiation 4) is a glycoprotein that serves as a co-receptor for the T-cell receptor (TCR). CD4 is found on the surface of immune cells such as helper T cells, monocytes, macrophages, and dendritic c ...
T cell T cells (also known as T lymphocytes) are an important part of the immune system and play a central role in the adaptive immune response. T cells can be distinguished from other lymphocytes by the presence of a T-cell receptor (TCR) on their cell ...
s and cytotoxic T cells are recruited to the site of acute inflammation. # Antigen-activated T cells secrete
CCR5 C-C chemokine receptor type 5, also known as CCR5 or CD195, is a protein on the surface of white blood cells that is involved in the immune system as it acts as a receptor for chemokines. In humans, the ''CCR5'' gene that encodes the CCR5 p ...
ligands (CCL2 and CCL3) to recruit natural killer (NK) cells and other innate immune effector cells to the site of acute inflammation. # Several cytotoxic mechanisms converge on the target tissue, and its complete destruction occurs through the activated effects of CTLs, NK cells,
granulocyte Granulocytes are cells in the innate immune system characterized by the presence of specific granules in their cytoplasm. Such granules distinguish them from the various agranulocytes. All myeloblastic granulocytes are polymorphonuclear, that i ...
s,
macrophage Macrophages (; abbreviated MPhi, φ, MΦ or MP) are a type of white blood cell of the innate immune system that engulf and digest pathogens, such as cancer cells, microbes, cellular debris and foreign substances, which do not have proteins that ...
s and
dendritic cell A dendritic cell (DC) is an antigen-presenting cell (also known as an ''accessory cell'') of the mammalian immune system. A DC's main function is to process antigen material and present it on the cell surface to the T cells of the immune system ...
s. As such, 20 genes involved in this cascade make up the ICR gene set, including: * T helper type 1 (Th1) cell-related factors such as IFNy, signal transducers and activator of transcription 1 (
STAT1 Signal transducer and activator of transcription 1 (STAT1) is a transcription factor which in humans is encoded by the ''STAT1'' gene. It is a member of the STAT protein family. Function All STAT molecules are phosphorylated by receptor associ ...
),
IL12B Subunit beta of interleukin 12 (also known as IL-12B, natural killer cell stimulatory factor 2, cytotoxic lymphocyte maturation factor p40, or interleukin-12 subunit p40) is a protein subunit that in humans is encoded by the IL12B gene. IL-12B is ...
, Interferon-regulatory factor 1 (
IRF1 Interferon regulatory factor 1 is a protein that in humans is encoded by the ''IRF1'' gene. Function Interferon regulatory factor 1 was the first member of the interferon regulatory transcription factor (IRF) family identified. Initially desc ...
), the transcription factor T-bet (
TBX21 T-box transcription factor TBX21, also called T-bet (T-box expressed in T cells), is a protein that in humans is encoded by the ''TBX21'' gene. Though being for long thought of only as a master regulator of type 1 immune response, T-bet has recen ...
). * CD8 Tcell markers :
CD8A T-cell surface glycoprotein CD8 alpha chain (Cluster of Differentiation 8a), is a protein encoded by ''CD8A'' gene. Function The CD8 protein is a cell surface glycoprotein found on most cytotoxic T lymphocytes that mediates efficient cell-c ...
& CD8B * Immune effector or cytotoxic factors like the
granzyme Granzymes are serine proteases released by cytoplasmic granules within cytotoxic T cells and natural killer (NK) cells. They induce programmed cell death (apoptosis) in the target cell, thus eliminating cells that have become cancerous or are infe ...
s
GZMA Granzyme A (GzmA, , ''CTLA3'', ''HuTPS'', ''T-cell associated protease 1'', ''cytotoxic T lymphocyte serine protease'', ''TSP-1'', ''T-cell derived serine proteinase'') is a tryptase and is one of the five granzymes encoded in the human genome. ...
, GZMB,
GZMH Granzyme H is a protein that in humans is encoded by the ''GZMH'' gene In biology, the word gene has two meanings. The Mendelian gene is a basic unit of heredity. The molecular gene is a sequence of nucleotides in DNA that is transcribed to ...
, perforin PRF1, and granulysin GNLY. * Chemokine ligands
CXCL9 Chemokine (C-X-C motif) ligand 9 (CXCL9) is a small cytokine belonging to the CXC chemokine family that is also known as monokine induced by gamma interferon (MIG). The CXCL9 is one of the chemokine which plays role to induce chemotaxis, promote ...
,
CXCL10 C-X-C motif chemokine ligand 10 (CXCL10) also known as Interferon gamma-induced protein 10 (IP-10) or small-inducible cytokine B10 is an 8.7 kDa protein that in humans is encoded by the ''CXCL10'' gene. C-X-C motif chemokine 10 is a small cytokin ...
, and
CCL5 Chemokine (C-C motif) ligand 5 (also CCL5) is a protein which in humans is encoded by the ''CCL5'' gene. The gene has been discovered in 1990 by ''in situ'' hybridisation and it is localised on 17q11.2-q12 chromosome. It is also known as RANTES ...
that bind to chemokine receptors such as CXCR3 and CCR5, * Immune suppressive or counter regulatory genes like IDO1, PDCD1,
PDL1 Programmed death-ligand 1 (PD-L1) also known as cluster of differentiation 274 (CD274) or B7 homolog 1 (B7-H1) is a protein that in humans is encoded by the ''CD274'' gene. Programmed death-ligand 1 (PD-L1) is a 40kDa type 1 transmembrane prote ...
(CD274),
CTLA4 Cytotoxic T-lymphocyte associated protein 4, (CTLA-4) also known as CD152 (cluster of differentiation 152), is a protein receptor that functions as an immune checkpoint and downregulates immune responses. CTLA-4 is constitutively expressed in ...
and
FOXP3 FOXP3 (forkhead box P3), also known as scurfin, is a protein involved in immune system responses. A member of the FOX protein family, FOXP3 appears to function as a master regulator of the regulatory pathway in the development and function of r ...


Clinical significance


Cancer

The disrupted homeostasis of cancer cells is found to initiate processes promoting cell growth. To illustrate, growth factors and chemokines activated in response to injury are recruited by tumour cells, sustaining chronic
inflammation Inflammation (from ) is part of the biological response of body tissues to harmful stimuli, such as pathogens, damaged cells, or irritants. The five cardinal signs are heat, pain, redness, swelling, and loss of function (Latin ''calor'', '' ...
; similarly to the immune phenotype found in chronic infection, allograft rejection and autoimmunity diseases. The role of immunity in cancer is demonstrated by the predictive and prognostic role of tumour-infiltrating lymphocytes (TIL) and immune response gene signatures. In several cancers these genes show great correlation. A high expression of these genes indicates an active immune engagement, and at least a partial rejection of the cancer tissue.


Breast Cancer

In breast cancer increased survival is observed in patients displaying a high level of ICR gene expression. This immune active phenotype was associated with an increased level of mutations while the poor immune phenotype was defined by perturbation in the MAPK signalling pathways. The
consensus clustering Consensus clustering is a method of aggregating (potentially conflicting) results from multiple clustering algorithms. Also called cluster ensembles or aggregation of clustering (or partitions), it refers to the situation in which a number of diff ...
of tumours based on ICR gene expression provides an assessment of the prognosis and response to
immunotherapy Immunotherapy or biological therapy is the treatment of disease by activating or suppressing the immune system. Immunotherapies designed to elicit or amplify an immune response are classified as ''activation immunotherapies,'' while immunotherap ...
. To illustrate, classification of breast cancer into four classes (ranking from ICR4 to ICR1) have shown better levels of immune anti-tumour response in ICR4 tumours, as well as a prolonged survival in comparison to ICR1-3 tumours. Another study have assessed the clinico-biological value of ICR in breast cancer, via the classification of around 8700 breast tumours and assessment of metastasis-free survival and pathological complete response to
neoadjuvant chemotherapy Neoadjuvant therapy is the administration of therapeutic agents before a main treatment. One example is neoadjuvant hormone therapy prior to radical radiotherapy for adenocarcinoma of the prostate. Neoadjuvant therapy aims to reduce the size or ...
. It has been proven that ICR signature is associated with metastasis-free survival and pathological response to
chemotherapy Chemotherapy (often abbreviated chemo, sometimes CTX and CTx) is the type of cancer treatment that uses one or more anti-cancer drugs (list of chemotherapeutic agents, chemotherapeutic agents or alkylating agents) in a standard chemotherapy re ...
. The increased enrichment of immune signature reflects the expression of cells including T cells, cytotoxic T cells, Th-1 cells, CD8+ T cells, Tγδ cells, and APCs; which defines tumours as immune-active and immune-silent. Although being associated with poor-prognosis, the infiltration of immune cells in ICR4 tumours have resulted in a longer metastasis-free survival and better response to chemotherapy, proving the importance of immune reaction in breast cancer. It was also shown that ICR classification is dependent upon intrinsic molecular subtype of breast tumours, being highly present in triple-negative and
HER2 Receptor tyrosine-protein kinase erbB-2 is a protein that normally resides in the membranes of cells and is encoded by the ''ERBB2'' gene. ERBB is abbreviated from erythroblastic oncogene B, a gene originally isolated from the avian genome. The ...
+ tumours.


Colon Cancer

A cohort of fresh-frozen samples from 348 patients affected by primary colon cancer (AC-ICAM) was used for genomic examination. this examination revealed that a TH1 cell/cytotoxic immune activation, as captured by the ICR, immunoediting, concurrent expansion of TCR clonotypes and specific intratumoral microbiome composition, were associated with a favorable clinical outcome. The results also revealed that the ICR was associated with overall survival independently of Consensus Molecular Subtypes (CMS) and microsatellite instability (MSI).Roelands, J., Kuppen, P.J.K., Ahmed, E.I. et al. An integrated tumor, immune and microbiome atlas of colon cancer. Nat Med 29, 1273–1286 (2023). https://doi.org/10.1038/s41591-023-02324-5 In addition, they identified a microbiome signature with strong prognostic value (MBR risk score). The researchers then combined the ICR with the MBR risk score to get a new multi-omics biomarker (mICRoScore) that was able to predict exceptionally long survival in patients with colon cancer.


Pancancer

A pre-existing intratumoral anti-tumor T helper (Th-1) immune response has been linked to favorable outcomes with immunotherapy, but not all immunologically active cancers respond to treatment. In a pan-cancer analysis using The Cancer Genome Atlas (TCGA) including 31 cancer types from 9282 patients, high expression of the ICR signature was associated with significant prolonged survival in breast invasive carcinoma, skin cutaneous melanoma, sarcoma, and uterine corpus endometrial carcinoma, while this "hot" immune phenotype was associated with reduced overall survival in uveal melanoma, low grade glioma, pancreatic adenocarcinoma and kidney renal clear cell carcinoma. In a systemic analysis, cancer-specific pathways were found to modulate the prognostic value of ICR. In tumors with a high proliferation score, ICR was linked to better survival, while in tumors with low proliferation no association with survival was observed. In tumors dominated by cancer signaling, for example by increased TGF beta signaling, the "hot" immune phenotype did not have any survival benefit, suggesting that the immune response is heavily suppressed without protective effect. The clinical relevance of this finding was demonstrated in the Van Allen dataset with tumor samples of melanoma patients treated with checkpoint inhibitor anti-CTLA4. Overall, a significantly increased expression of ICR was observed in responders compared to non-responders. However, an association of high ICR scores pretreatment with survival was only observed for samples with high proliferation scores. Conversely, ICR was only associated with survival in samples with low TGF beta expression.


Soft tissue sarcoma

In
soft tissue sarcoma A soft-tissue sarcoma (STS) is a malignant tumor, a type of cancer, that develops in soft tissue. A soft-tissue sarcoma is often a painless mass that grows slowly over months or years. They may be superficial or deep-seated. Any such unexplained ...
, a cohort of 1455 non-metastatic samples had the ICR retrospectively applied to them to discover links between ICR classes and clinicopathological and biological variables. Because of this, the cohort was thus divided into 4 groups labelled as ICR1, ICR2, ICR3 and ICR4 with each consisting of 34, 27, 24, and 15% of the tumors. The aforementioned groups were created while taking into account the age, pathology depth, and enrichment value ICR1 through 4 of quantitative/qualitative scores of immune responses. When ICR1 is compared to ICR2-4 classes, there was an increase of 59% of metastatic relapse. Multivariate analysis also showed that the ICR classification remained associated with MFS as well as pathological type and CINSARC classification, suggesting that there is an independent prognostic value. The presence of an ICR signature is linked to postoperative MFS in early-stage STS, regardless of other prognostic factors such as CINSARC. A prognostic clinicogenomic model was created which combines ICR, CINSARC, and pathological type to provide a reliable prediction of outcomes. Additionally, the study proposes that each prognostic group has varying levels of susceptibility to different systemic therapies.


Pediatric Cancers

A large a systematic analysis of public RNAseq data (TARGET) for five pediatric tumor types:
osteosarcoma An osteosarcoma (OS) or osteogenic sarcoma (OGS) is a cancerous tumor in a bone. Specifically, it is an aggressive malignant neoplasm that arises from primitive transformed cells of mesenchyme, mesenchymal origin (and thus a sarcoma) and that exhi ...
(OS),
neuroblastoma Neuroblastoma (NB) is a type of cancer that forms in certain types of nerve tissue. It most frequently starts from one of the adrenal glands but can also develop in the head, neck, chest, abdomen, or Vertebral column, spine. Symptoms may include ...
(NBL), clear cell sarcoma of the kidney (CCSK),
Wilms tumor Wilms' tumor or Wilms tumor, also known as nephroblastoma, is a cancer of the kidneys that typically occurs in children (rarely in adults), and occurs most commonly as a renal tumor in child patients. It is named after Max Wilms, the German surge ...
(WLM) and rhabdoid tumor of the kidney (RT) showed a very important role of ICR in pediatric tumors. It was discovered that a lower ICR score was associated with lower survival in WLM while higher ICR score was associated with a better survival in OS and high risk NBL without MYCN amplification. Immune traits were then used to cluster the samples into 6 different immune subtypes (S1-S6) with each having different and distinct survival outcomes. For example, the S2 cluster illustrated the highest overall survival, distinguished by low enrichment of the wound healing signature, high Th1, and low Th2 infiltration. However, the opposite was highlighted in S4. Upregulation of the WNT/Beta-catenin pathway was associated with unfavorable outcomes and decreased T-cell infiltration in OS.


Other diseases

Molecular pathways including IFN-stimulated genes activation; the recruitment of NK cells and T cells, by the secretion of CCL5 and CXCL9-10; and the induction of immune effector mechanisms are found overlapping in conditions like autoimmunity, as a results of host-against-self reaction, where immune cells initiate tissue-specific destruction. Similarly, allografting results in a strong immune response, which clinically necessitates a continued
immunosuppression Immunosuppression is a reduction of the activation or efficacy of the immune system. Some portions of the immune system itself have immunosuppressive effects on other parts of the immune system, and immunosuppression may occur as an adverse react ...
to maintain graft survival. They are found to express conformational epitopes, such as MHC molecules, as nonself antigens, which activates both B and T cells.


Alternatives and Variations


T cell–inflamed GEP or Tumor Inflammation Signature (TIS)

An 18-gene Gene Expression Profile that predicted response to pembrolizumab across multiple solid tumors. Can be used with a platform such as the NanoString nCounter platform and define tumor type–independent dimensions of the tumor microenvironment relevant to predicting clinical outcome for agents targeting the PD-1/PD-L1 signaling pathway. Gene Signature : CCL5, CD27, CD274 (PD-L1), CD276 (B7-H3), CD8A, CMKLR1, CXCL9, CXCR6, HLA-DQA1, HLA-DRB1, HLA-E, IDO1, LAG3, NKG7, PDCD1LG2 (PDL2), PSMB10, STAT1, and TIGIT.


Cytolytic Activity Score (CYT)

A simple 2 gene mean expression score of GZMA and PRF1 expression. High CYT within colorectal cancer is associated with improved survival, likely due to increased immunity and cytolytic activity of T cells and M1 macrophages. The 5-year recurrence-free survival of liver cancer patients with low CYT scores was significantly shorter than that of patients with high CYT scores.


3-lncRNA Signature

researchers found 20 different 20 lnc-RNA prognostic signatures that showed a stronger effect on overall survival than the ICR signature in different solid cancers. They also found a 3 lncRNA signature that displayed prognostic significance in 5 solid cancer types with a stronger association to clinical outcome than ICR and displayed addition prognostic significance in the uterine cohort, endometrial carcinoma, cervical squamous cell carcinomam and endocervical adenocarcinoma as compared to ICR.Sherif, S., Mall, R., Almeer, H. et al. Immune-related 3-lncRNA signature with prognostic connotation in a multi-cancer setting. J Transl Med 20, 442 (2022). https://doi.org/10.1186/s12967-022-03654-7


References

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