Table 1 Biological role of 12 genes.

From: Prognostic and therapeutic implications of extracellular matrix associated gene signature in renal clear cell carcinoma

Gene symbol

ECM conf. value

Role in tumorigenesis

References

NUDT1

(Nudix Hydrolase 1)

3

NUDT1 enzyme removes oxidized nucleotide pools and prevents its subsequent misincorporation into DNA. Its higher expression has been associated with several cancers including renal cancer, brain, lung, and liver cancer

13,14

SIGLEC1

(Sialic Acid Binding Ig Like Lectin 1)

5

SIGLEC1 expressing cells, like macrophages provide anchorage for metastatic cells. SIGLEC1 overexpression has been associated with poorer survival in several cancers

15,16

LRP1

(LDL Receptor Related Protein )

3

LRP1 plays a significant role in the endocytosis of lipoproteins. LRP1 overexpression has been associated with invasion and migration of tumor cells

17,18

LOXL2

(Lysyl Oxidase Like 2)

5

LOXL2 is part of extracellular enzyme family which cross-links elastin and fibrillar collagen. LOXL2 overexpression has been associated with several cancers including breast, gastric, colon, esophageal and pancreatic cancer

19

SERPINE1

(Serpin Family E Member 1)

5

SERPINE1 is an inhibitor of urokinase and tissue plasminogen activator. It is associated with poorer prognosis in several cancer including stomach, head and neck, sarcoma, urothelial and testicular cancer

20

PLOD3

(Procollagen-Lysine,2-Oxoglutarate 5-Dioxygenase 3)

5

PLOD enzymes perform Lysyl hydroxylation of collagen. PLOD3 also performs glycosylation activity of collagen hydroxylysines. Higher expression of PLOD3 has been associated with several cancers

21,22

ZP3

(Zona Pellucida Glycoprotein 3)

5

ZP3 was found to be part of core secretome signature across multiple cancer types

23

RARRES2

(Retinoic Acid Receptor Responder 2)

5

RARRES2 is secreted ligand for CMKLR1 expressing immune cells. Its expression is associated with the chemoattraction of immune cells

24

TGM2 (Transglutaminase 2)

5

TGM2 assists in posttranslational modification of proteins. Its overexpression is involved in several cancers including pancreatic, prostate, ovarian and breast cancer

25

COL3A1

(Collagen Type III Alpha 1 Chain)

5

COL3A1 expresses components of fibrillar collagen which forms the skin and other tissues. Its over-expression in involved in multiple cancers

26

ANXA4

(Annexin A4)

4

Annexin A4 is calcium-regulated phospholipid-binding protein. ANXA4 upregulation is involved in multiple cancers and is a biomarker for drug resistance

27,28

POSTN

(Periostin)

5

POSTN is a multimodular protein which interacts with ECM proteins such as tenascin C, collagen, and fibronectin. Its expression is deregulated in multiple pathologies including inflammation and malignant transformation

29

  1. The ECM confidence value ranged from 0 (absence of any extracellular evidence), 1 (low confidence of extracellular evidence) to 5 (highest confidence of extracellular evidence). Cellular localization of these genes was incorporated from Genecards (https://www.genecards.org/).