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Unveiling Collagen’s Role in Breast Cancer: Insights into Expression Patterns, Functions and Clinical Implications

Authors Li X, Jin Y, Xue J

Received 12 February 2024

Accepted for publication 21 April 2024

Published 2 May 2024 Volume 2024:17 Pages 1773—1787

DOI https://doi.org/10.2147/IJGM.S463649

Checked for plagiarism Yes

Review by Single anonymous peer review

Peer reviewer comments 3

Editor who approved publication: Dr Scott Fraser



Xia Li,1 Yue Jin,1 Jian Xue2

1Department of Molecular Diagnosis, Northern Jiangsu People’s Hospital, Yangzhou, People’s Republic of China; 2Department of Emergency Medicine, Yizheng People’s Hospital, Yangzhou, People’s Republic of China

Correspondence: Yue Jin, Department of Molecular Diagnosis, Northern Jiangsu People’s Hospital, No. 98, Nantong West Road, Yangzhou, Jiangsu Province, People’s Republic of China, Email [email protected]

Abstract: Collagen, the predominant protein constituent of the mammalian extracellular matrix (ECM), comprises a diverse family of 28 members (I–XXVIII). Beyond its structural significance, collagen is implicated in various diseases or cancers, notably breast cancer, where it influences crucial cellular processes including proliferation, metastasis, apoptosis, and drug resistance, intricately shaping cancer progression and prognosis. In breast cancer, distinct collagens exhibit differential expression profiles, with some showing heightened or diminished levels in cancerous tissues or cells compared to normal counterparts, suggesting specific and pivotal biological functions. In this review, we meticulously analyze the expression of individual collagen members in breast cancer, utilizing Transcripts Per Million (TPM) data sourced from the GEPIA2 database. Through this analysis, we identify collagens that deviate from normal expression patterns in breast cancer, providing a comprehensive overview of their expression dynamics, functional roles, and underlying mechanisms. Our findings shed light on recent advancements in understanding the intricate interplay between these aberrantly expressed collagens and breast cancer. This exploration aims to offer valuable insights for the identification of potential biomarkers and therapeutic targets, thereby advancing the prospects of more effective interventions in breast cancer treatment.

Keywords: collagen, breast cancer, extracellular matrix, prognostic marker

Introduction

Breast cancer, characterized by its heterogeneity, has become the leading cause of cancer-related deaths among women worldwide, presenting significant challenges to clinical management due to its high morbidity and mortality rates.1 Despite considerable advancements in breast cancer research, the identification of specific and effective targets remains elusive, rendering the treatment of breast cancer an ongoing challenge. Consequently, there is an urgent need to identify effective diagnostic, prognostic and therapeutic targets.

Recent advances in the understanding of breast cancer progression implicate key processes such as epithelial–mesenchymal transition (EMT), the presence of cancer stem cells (CSC), and dysregulation of ECM functions. Among these, ECM is crucial for cell proliferation, differentiation, and tissue homeostasis maintenance. Serving as a pivotal component of the tumor microenvironment, it orchestrates complex tissue interactions influencing tumor growth and metastasis. Acting as a substrate for cell adhesion and a reservoir for growth factors, ECM plays indispensable roles in cancer development and metastasis. It is extensively studied in the context of breast cancer due to its disrupted regulation.2

Within ECM, proteins, glycoproteins, proteoglycans, and polysaccharides collectively contribute, with collagen standing out as the most abundant component.3 Collagen constitutes approximately 30% of mammalian total protein, predominantly found in bone and skin. Apart from its structural role in determining tissue mechanical properties and shape, collagen acts as a physical barrier to cell migration and regulates proliferation in both normal and cancer cells. Alterations in its expression can lead to various fibrotic diseases. In breast cancer, increased mammographic density, associated with elevated collagen concentration, is considered to be a significant risk factor for breast cancer development.4 The expression, organization, and post-translational modifications of collagen types have been reported to be profoundly altered, contributing to a desmoplastic reaction and a stiffened stroma, which in turn influence tumor cell behavior, angiogenesis, and metastatic potential. Meanwhile, collagen restructuring manifests pathological hallmarks of cancer progression, influencing fiber organization, matrix deposition, stiffness, proteolytic products, immune recruitment, and cell phenotype.5 At present, strategies aimed at inhibiting collagen synthesis or deposition have shown promise in suppressing breast cancer progression.

Typically, the collagen superfamily identified in humans comprises at least 28 types (I–XXVIII), exhibiting distinct structural classifications, including fibrous collagen, basal membrane collagen, microfibrous collagen, anchored collagen, hexagonal reticular collagen, non-fibrous collagen, and transmembrane collagen (Table 1).6 Collagen XXIX is identified as a novel epidermal collagen, but its encoding gene COL29A1 is shown to be identical to the COL6A5 gene, and the a1 (XXIX) chain corresponds to the a5 (VI) chain.7,8 Each collagen can form homotrimers or heterotrimers composed of three alpha chains. Recent research has identified several collagen family members as novel biological targets for breast cancer. In this comprehensive review, we analyze the expression patterns of all collagens in breast cancer, emphasizing the nuanced roles and mechanisms of distinct members, particularly the most abundant type I collagen, highly expressed collagen type X alpha 1 (COL10A1) and collagen type XI alpha 1 (COL11A1), and other minor yet significant collagens. We highlight recent insights into the interactions of these collagens with breast cancer, underscoring their potential as promising biomarkers and therapeutic targets in breast cancer management.

Table 1 The Collagen Family

Collagen Expression Profile in Breast Cancer

The alteration of the collagen expression profile is a quintessential hallmark of breast cancer, significantly influencing tumor progression and metastasis. In this malignancy, collagen undergoes profound alterations not only in abundance but also in its molecular integrity, thereby reshaping the tumor microenvironment and modulating the phenotypic attributes of neoplastic cells.9,10

A critical hallmark of breast cancer pathophysiology is the augmented density of collagen, particularly type I collagen, which is the most abundant collagen in the stroma.11 Elevated concentration of this collagen type is routinely identified proximal to neoplastic sites. Such an escalation in collagen density is intimately linked with increased tissue rigidity, which in turn precipitates malignant transformation and abets the migration and invasiveness of tumor cells. Beyond the mere increase in density, the compositional spectrum of collagen also undergoes significant alteration, such as type IV collagen. Suppression of collagen type IV alpha 2 (COL4A2) significantly suppresses the migration and proliferation of triple-negative breast cancer (TNBC) cells.12 Variations in less abundant collagen types, such as types XV and XVIII, are implicated in the angiogenic and lymphangiogenic processes within the tumor milieu.13,14 Moreover, differences in orientation and organization of collagen also alter its effects on tumor invasion. For example, linearized (fibrillar) collagen I induces cellular phenotypes consistent with an invasive behavior, while high-density non-fibrillar collagen I induces tumor-suppressive attributes.15

Leveraging TPM data derived from the GEPIA2 database, we stratified collagens into two distinct categories based on their expression profiles in breast cancer tissues: those exhibiting comparative overexpression and those showing underexpression (as depicted in Figure 1). Predominantly, a greater spectrum of collagen types exhibits heightened expression in breast cancer tissues, with COL10A1, COL11A1, collagen type I alpha 1 (COL1A1), collagen type XXII alpha 1 (COL22A1) and collagen type III alpha 1 (COL3A1) emerging as the five most significantly overexpressed. In the subsequent review, we opted to analyze several other collagens apart from COL22A1, given its limited study in breast cancer. Among these low expressed collagens, collagen type XXV alpha 1 chain (COL25A1) and collagen type XVII alpha 1 (COL17A1) show prominent differences, followed by collagen type VI alpha 6 (COL6A6), collagen type IV alpha 3 (COL4A3), and collagen type IV alpha 6 (COL4A6). These expressed collagens often correlate with a better prognosis in breast cancer. Thus, in this review, we also provide a summary of the top 5 collagens exhibiting poor expression in breast cancer. Moreover, owing to the paucity of research on relatively under-expressed collagens in breast cancer, we conducted a combined analysis of their family members.

Figure 1 Schematic representation of collagen expression in breast cancer. (A) represents all the collagen expression in breast cancer. (B) shows the expression of collagens that are relatively highly expressed in breast cancer tissues. (C) suggests the expression of collagens that are poorly expressed in breast cancer tissues. The heat map and bar graph are organized based on the difference in median expression between the tumor samples and the paired normal tissue samples from GEPIA 2 database.16 And collagens in (B) and (C) are arranged based on the fold differences in collagen expression between breast tumor tissues and the paired normal tissues.

Specific Collagen Families in Breast Cancer

Type I Collagen

Type I collagen, the most abundant type, exists in extra parenchymal tissue (meninges, choroid plexus stroma), blood vessels, and parenchyma of the subependymal layer in the brain.17 It is also found in skin, bone, tendon, ligament, blood vessel wall, and teeth and widely distributed in the interstitial tissue of connective tissue. Type I collagen is a heterotrimer composed of three α-chains encoded by COL1A1 and the alpha 2 chain (COL1A2) genes. Functionally, type I collagen operates through collagen fibers, thereby exerting profound effects on physiological and pathological processes at the cellular, tissue, or organismal level. In breast cancer, analysis of data from the GEPIA2 database reveals an upregulation in both COL1A1 and COL1A2 expression levels. Meanwhile, it is indicated to augment the aggressive characteristics of breast cancer cells.18

Collagen Type I Alpha 1 Chain (COL1A1)

COL1A1, a major constituent of type I collagen and one of the most abundant proteins in the human body, is widely distributed in the interstitium of parenchymal organs and connective tissue.19 Produced by interstitial fibroblasts, COL1A1 plays a crucial role in epithelial–mesenchymal transition, intricately linked to malignant tumorigenesis.20 In various cancers, including breast cancer, COL1A1 has been identified as a cancer-promoting factor, influencing cell proliferation, metastasis, apoptosis, cisplatin resistance, and overall cancer progression and prognosis. Currently, it has been seen as a novel predictive biomarker in metastatic lung cancer,21 lung adenocarcinoma,22 gastric cancer,23 mesothelioma,24 hepatocellular cancer,25 and breast cancer.

In breast cancer cell lines, studies reveal that COL1A1 is predominantly expressed in cytoplasm, with higher expression in less invasive cell lines (MCF7 and T47D) compared to more invasive triple-negative cell lines (MDA-MB-231 and BT549).26 It is also detected in tumor samples and found significantly higher in tumor samples compared with the corresponding normal samples.27 The expression of COL1A1 is found to be associated with estrogen receptor or progesterone receptor (ER/PR) expression and metastasis status. In ER+ breast cancer patients, higher COL1A1 expression correlates with aggressive cellular behavior and poorer prognosis. Knockdown of COL1A1 in breast cancer cells can limit the proliferative and invasive ability of breast cancer cells.26 Furthermore, higher COL1A1 expression also predicts increased cisplatin-based chemotherapy response rates.26 It is predicted to be radiation-associated differentially expressed genes, with another two collagens COL3A1 and COL1A2.28 In fact, the intricate relationship between COL1A1 and radiation has been elucidated in several studies. It serves as a pivotal radio-resistance factor, exerting radio-resistance effects through intricate signaling cascades such as miR-29a or the Caspase-3/PI3K/AKT pathways.29,30 Subsequent to radiation exposure, discernible alterations in COL1A1 expression have been confirmed.31 Current investigations underscore the upregulation of COL1A1 as a significant risk factor for the onset of secondary nonbreast diseases in breast cancer patients following radiation therapy.28,32 These insights offer a potential therapeutic avenue for discerning radioresistance in breast cancer.

Functionally, COL1A1 can serve as a direct target of microRNAs (miRNAs) and be regulated by circular RNAs (circRNAs). For instance, it is targeted by miR-1184 and positively modulated by circ_0000523, promoting cell proliferation, cell cycle progression, migration and invasion of cancer cells.33 It is also identified as a direct downstream target gene of miR-196b-5p, and its overexpression partly abrogates miR-196b-5p-mediated inhibition of proliferation and migration in MDA-MB-231 and MDA-MB-468 breast cancer cells.34 COL1A1 still serves as a direct target of miR-328-3p and could be up-regulated by overexpression of hsa_circRNA_002178 in breast cancer.35 Furthermore, RhoBTB3 can regulate breast cancer progression by controlling collagen deposition, specifically, knockdown of RhoBTB3 regulates breast cancer cell proliferation and invasion, accompanied by the reduction of COL1A1.36 MRTF-A physically interacts with the promoter of COL1A1 to facilitate the acetylation of chromatin and the recruitment of RNA polymerase II in breast cancer.37 In addition, COL1A1 is associated with immune and tumor microenvironment. It is strongly associated with tumor immune infiltration of CD4+ T and CD8+ T cells, neutrophils, macrophages and dendritic cells.38 Down-regulation of COL1A1 inhibits exosome secretion, possibly via inhibiting COL I and upregulating CAV-1, thereby inhibiting tumor-associated fibroblast activation and matrix remodeling in the tumor microenvironment.39 Beyond that, COL1A1 is also implicated in breast cancer metastasis through interactions with RhoC-ROCK and transforming growth factor-β (TGF-β) signaling pathways, RIP1-RIP3-MLKL, MMP pathways, and WNT/planar cell polarity (PCP) signaling pathway.40,41 Pathogenic variants in COL1A1 are also found.42,43

Collagen Type I Alpha 2 Chain (COL1A2)

In contrast, COL1A2 is extensively used in experimental models to study collagen I biosynthesis, osteoporosis and bone diseases.44,45 Its abnormal expression has been reported in various diseases, including heart failure,46 melanoma,47 gastric cancer,48 breast cancer, hepatocellular carcinoma, colorectal carcinoma,49,50 pancreatic cancer51 and glioblastoma.52 Defective COL1A2 can alter the structural integrity of the ECM and lead to cardiomyopathy in adulthood53 and is also positively associated with immune infiltration and tumor immune escape.49 Overexpression of COL1A2 affects proliferation, migration, and invasion of cancer cell lines.50

Although less studied in breast cancer compared to COL1A1, COL1A2 is identified as a hub gene associated with the survival outcomes of human epidermal growth factor receptor 2 (HER2)-positive patients by constructing the protein–protein interaction (PPI) network.54 Upregulated in breast cancer tissues, COL1A2 is correlated with reduced overall and recurrence-free survival,55 and its expression is elevated by radiation.28 Research on its mechanism in breast cancer is ongoing, with previous studies indicating potent induction of COL1A2 transcription by TGF-β, involving Smad family proteins or Smad-binding elements.56

Collagen Type X Alpha 1 Chain (COL10A1)

COL10A1, a member of the type X collagen family, stands out as a secreted short-chain collagen, serving as a major component of the interstitial matrix. It shares notable homology with collagen VIII and exhibits significant upregulation in various tumor types, displaying restricted expression in normal tissues.57 Functioning as a gene associated with disease progression, COL10A1 plays a pivotal role in regulating the proliferation, migration, and invasion of tumor cells.58,59 Studies have shown that COL10A1 suppression remarkably inhibits cell proliferation, migration, and invasion in breast cancer cells.

At present, considerable attention has been given to COL10A1 as a potential diagnostic and prognostic predictor for breast cancer. Its concentration in the plasma can discriminate breast cancer patients from those with benign disease.60 Across different breast cancer subtypes, COL10A1 is significantly overexpressed, showing poor overall survival (OS), relapse-free survival (RFS), distant metastasis-free survival (DMFS) and disease-free survival (DFS).61 Furthermore, the tumor microenvironment-specific expression of collagen X, together with its localization in the vasculature, also facilitate its use as a novel target for the diagnosis and treatment of diverse solid tumor types.57

Although overexpression of COL10A1 in breast cancer is well established, its specific regulatory mechanisms in tumor progression are still underexplored. Currently, ongoing research has revealed its impact on breast cancer cells by modulating immune-infiltrating cells.62 It is positively associated with immune cell infiltration, including B cell, CD8+ T cell, CD4+ T cell, macrophage, neutrophil, and dendritic cell.63 COL10A1’s direct interaction with Prolyl 4-hydroxylase beta polypeptide (P4HB) has been identified, leading to the upregulation of P4HB expression, thereby promoting malignant progression in breast cancer.64 Additionally, COL10A1 is enriched in TGF-β signaling pathway, with 15-leucine-rich repeat-containing membrane protein (LRRC15) identified as a correlated gene. Strong correlation between the expression of LINC01614 and COL10A1 (R2 = 0.6929) is also observed.65 However, more in-depth mechanistic studies are warranted.

Collagen Type XI Alpha 1 Chain (COL11A1)

COL11A1, one of the three alpha chains of type XI collagen, is a minor fibrillar collagen primarily expressed in the cartilage.66 It serves as the most abundant component of the interstitial extracellular matrix, playing a crucial role in ECM and tissue integrity. Elevated expression of COL11A1 is observed in various human tumors like ovarian cancer, breast cancer, pancreatic cancer, lung adenocarcinoma, colorectal cancer, prostate adenocarcinoma and so on. In some hematological malignancies, COL11A1 overexpression is associated with better prognosis. However, in solid tumors, its high level is often linked to aggressive tumor phenotype and poor prognosis. In breast cancer, high level of COL11A1 is linked to metastasis, tumor aggressiveness, chemoresistance, malignant relapses and a poor survival. Machine learning algorithms also designate COL11A1 as a potential therapeutic target in breast cancer, with its high expression strongly correlated with poor prognosis and invasive recurrence in breast ductal carcinoma in situ.67–69 Furthermore, it is previously described as a diagnostic marker to differentiate between invasive and non-invasive breast cancer.70

Mechanistically, COL11A1 is targeted by several microRNA and long non-coding RNA (lncRNA), like miR-139-5p and miR-4458 (Table 2). Overexpression of miR-139-5p inhibits the proliferation and promotes the apoptosis of breast cancer cells by suppressing COL11A1 expression.71 MiR-4458 mimic transfection and si-COL11A1 inactivate the DDR2/SRC signaling pathway in estrogen receptor-positive breast cancer.72 COL11A1 is also associated with microRNA let-7b, which can be promoted by caudal-type homeobox 2 (CDX2) and exert an inhibitory effect on the proliferation, migration, and metastasis of breast cancer cells by inhibiting COL11A1 expression.73 Moreover, COL11A1 is selected as the N6-methyladenosine (m6A) target gene and the downstream gene of Wilms tumor gene 1 (WT1).74,75 Its regulation is involved in miR-29,76 TGF-β1 signaling,77 AKT/c/EBPβ/PDK1 axis78 and other collagens, such as collagen type XI alpha 2 (COL11A2), collagen type XI alpha 3 (COL11A3), collagen type V alpha 1 (COL5A1) and collagen type V alpha 2 (COL5A2).79

Table 2 Expression, Targeted Molecules and Functions of COL11A1 in Breast Cancer

Additionally, COL11A1 is observed to be upregulated in recurrent tumors, promoting tumor recurrence post chemotherapy. It can mediate resistance of cancer cells to some drugs, which is particularly informative for clinical work. COL11A1 can mediate resistance of cancer cells to cisplatin through multiple mechanisms. For example, it upregulates inhibitors of Apoptosis Proteins (IAP) expression to evade cisplatin-induced apoptosis, especially XIAP, BIRC2 and BIRC3.82 It also drives cisplatin resistance by relying on TWIST1 expression and fatty acid metabolism.83,84 By regulating TWIST1 expression, it still confers paclitaxel resistance, a commonly used chemotherapy drug. An in-depth understanding of the mechanism of COL11A1 in drug-resistance holds significant clinical implications for breast cancer treatment.

Collagen Type III Alpha 1 Chain (COL3A1)

COL3A1, encoding the pro-alpha 1 chains of type III collagen, stands as a homotrimeric fibril-forming collagen within connective tissues. COL3A1 is aberrantly overexpressed in various cancers, including bladder cancer, gastric cancer, and breast cancer, and consistently associated with worse prognosis, advanced tumor stage, local recurrence, invasion, tumor-infiltrating immune cells (TIICs) recruitment, ECM-receptor interaction, regulation of actin cytoskeleton, and adhesion pathways. Previous research has linked COL3A1 to the malignant potential of breast cancer, showing elevated expression in TNBC tissues and cells. It has also been identified as a key gene associated with brain metastases in breast cancer.85,86 In addition to being significantly correlated with overall survival of breast cancer patients, COL1A1 is associated with breast cancer distant metastasis and death after surgery and systemic treatment.87 Silencing of COL3A1 can inhibit the proliferation, invasion, migration, and immune escape of breast cancer cells.88

Nevertheless, to date, the specific regulatory mechanisms of COL3A1 remain elusive. It has been reported to exert its effects through the mitogen-activated protein kinase (MAPK) signaling pathway.89 COL3A1 also shows significant correlation with prolyl-4-hydroxylase α subunit 2 (P4HA2) during breast cancer development and progression. Moreover, it is identified as a potential target gene of methyltransferase-like 3 (METTL3), displaying a negative correlation. Downregulation of METTL3 contributes to the mobility of triple-negative breast cancer cells through m6A methylation-mediated COL3A1 up-regulation.90 Knocking down COL3A1 leads to reduced protein expression of PD-L1, suggesting a reverse correlation between PD-L1 upregulation and the inhibitory effects mediated by COL3A1 knockdown.88

Collagen Type XVII Alpha 1 Chain (COL17A1)

COL17A1, a type-II single-transmembrane protein predominantly expressed in epidermal basal keratinocytes, serves as a structural component of the dermoepidermal junction and plays important roles in the anchoring of hemidesmosomes at the dermal-epidermal junction. Although extensively studied in skin diseases, especially junctional epidermolysis bullosa, COL17A1 has been identified as a regulator of differentiation, cell migration, skin inflammation, and cancer development.91 It promotes the formation of multilayered, transformed epithelia and is a crucial regulator for the clonal expansion of transformed cells within multilayered epithelia, thus being potential target for early diagnosis and preventive treatment for precancerous lesions.92 COL17A1 can orchestrate the stem cell-centric aging program of the epithelial mini-organ.93 It is also essential for the collective migration of keratinocytes and for reepithelialization by enhancing keratinocyte stem cell motility.94 Generally, its mutation is prevalent in junctional epidermolysis bullosa and amelogenesis imperfecta.95 Beyond that, its dysregulation appears to occur in numerous cancers, like squamous cell carcinoma,96 melanoma,97 pancreatic carcinoma,98,99 thyroid cancer,100 colorectal cancer,101 lung cancer,102 nasopharyngeal cancer,103 cervical cancer,104 salivary gland cancer105 and breast cancer. Expression of COL17A1 in tumor tissue is closely related to patient survival, but the positive or negative correlation depends on the cancer type.

In breast cancer, research on COL17A1 is limited but significant. Unlike some collagens, it is reported to be under-expressed in ductal breast cancers, correlating with higher TNM staging, increased invasion, and postmenopausal status.104 COL17A1 overexpression demonstrates an anti-proliferative effect on breast cancer cells through mTOR deactivation.106 Its effects on the AKT/mTOR signaling pathway involve deactivation of AKT, mTOR, and downstream effectors 4EBP1.106 Meanwhile, COL17A1 is considered a favorable prognostic marker and a novel p53 transcriptional target.107 Its promoter is found hypermethylated in breast cancer, highlighting its potential as a target for therapeutic intervention.104,106 Despite its importance, research on COL17A1 in breast cancer remains limited, emphasizing the need for further exploration.

Type VI Collagen Family

Analyzing the TPM data indicates that expression of COL6A6 in the normal group is more than twice the expression in tumor group, showing a significant difference between these two groups. COL6A6, an extracellular matrix protein belonging to the collagen type VI (COL6) family, is evolutionarily conserved and expressed in various human tissues, including lung, kidney, liver, spleen, thymus, heart and skeletal muscle.108 Recent studies outside breast cancer have revealed its inhibitory effects on the growth and metastasis of pituitary adenoma,109 non-small cell lung cancer.110 Its expression is inversely associated with pathological stage, tumor stage, and lymph node metastasis.111 Furthermore, COL6A6 causes retinitis pigmentosa in patients with autosomal dominant transmission.112 Research have suggested that COL6A6 inhibits the progression of cancer cells through the JAK signaling pathway and PI3K-Akt pathway and is positively associated with the infiltration of B cells, T cells, neutrophils and dendritic cells.109–111

In fact, relatively little research has been conducted on COL6A6 in breast cancer, although differential expression analysis through the GEPIA2 database indicates significant differences between breast cancer tissue and normal tissue. It is screened as the differentially expressed gene between breast cancer and non-tumor tissues in the unique mRNA fingerprint of breast cancer in Lebanese women.113 Studies focusing on axillary lymph node metastasis in triple-negative breast cancer have identified COL6A6 and other genes regulating cell microenvironment interaction as down-regulated genes.114 Additionally, its high expression level is also found significantly correlated with an early pathological stage of breast cancer.115

Studies on other members of the COL6 family in breast cancer are also limited, despite their essential roles in tumor initiation and progression.116 Collagen type VI alpha 1 (COL6A1) has been implicated in Fzd7-Wnt5b signaling, and mediates Fzd7-Wnt5b-induced mesenchymal-like stemness in breast cancer cell lines and tissues.117 It is correlated with breast cancer brain metastasis in HER2 expression.86 COL6A1 and other types of collagens, collagen type VI alpha 2 (COL6A2) and collagen type VI alpha 3 (COL6A3) are identified as key genes associated with the overall survival of breast cancer patients. COL6A2, a fat-related collagen, is involved in Liver kinase B1 (LKB1) regulation of the tumor microenvironment through fibril matrix remodeling and suppression of adipogenesis in MDA-MB-231.118 COL6A3, widely present in most connective tissues, is considered a predictive marker of poor prognosis. It is included in a subset of 6 EMT genes to predict triple-negative breast cancer metastasis119 and also associated with breast cancer brain metastasis in HER2 expression. Collagen type VI alpha 5 (COL6A5), with restricted mRNA expression to a few tissues (including lung, testis, and colon), is strongly correlated with worse overall survival in human breast cancer patients.120 In cancer-associated stroma, transcriptomic upregulation of COL6A5 is validated.120,121 While the roles of COL6A6 and other COL6 family members in breast cancer are still emerging, their varied functions and associations with cancer progression warrant further investigation.

Type IV Collagen Family

The type IV collagen family, a major component of the basement membrane, is ubiquitously present and encoded by six distinct genes from α1 (IV) to α6 (IV), which are located on three different chromosomes. These genes exhibit different expression patterns, with collagen type IV alpha 1 (COL4A1) and COL4A2 being ubiquitous, while collagen type IV alpha 5 (COL4A5) and COL4A6 are specific to the basement membrane of mammary duct and lobule, epidermis, prostate gland, smooth muscle cells, and epithelium of the alimentary tract.122 The other isoforms also exhibit restricted distribution. Type IV collagen plays important roles in cell adhesion, migration, differentiation, growth and cancer progression.

In invasive ductal carcinoma, highly expressed COL4A1 influences proliferation and colony formation, with its knockdown resulting in reduced cell viability and cell cycle arrest.123,124 Its low expression in the tumor cells of breast cancer patients is found to significantly reduce the overall survival and relapse-free survival rates of neoadjuvant chemotherapy patients.125 COL4A2 is overexpressed in TNBC cells, and suppression of this gene can lead to significant reduction in cell proliferation and migration level.12 COL4A2 can be targeted by miR-29b and its degradation promotes invasion in MCF7 cells.126 COL4A3 is identified as a key angiogenesis-related gene in breast cancer, with surgery inducing its upregulation in patient.127,128 Deregulation of collagen type IV alpha 4 (COL4A4) is also validated by real-time quantitative PCR in breast tumor-derived endothelial cells.129 COL4A5, preferentially expressed in luminal-type breast cancer and regulated by estrogen receptor-α, contributes to impaired cell growth and tumor development capability upon ablation.130 In premetastatic lungs and breast cancer-conditioned lung fibroblasts, primary breast tumors can stimulate increased COL4A5 expression.131 For COL4A6, its high expression is negatively correlated with survival and a risk factor for RFS of TNBC patients.132,133 Down-regulated COL4A6 is significantly associated with insensitive responses to paclitaxel-based therapy.134 Additionally, it is a target of TNBC-long non-coding RNAs in breast cancer.132

In summary, the type IV collagen family plays crucial roles in breast cancer progression. Their diverse expression patterns and functions across subtypes highlight the complexity of their involvement in cancer development. The detailed nature and complexity of each collagen’s role in breast cancer warrant ongoing research for a more comprehensive understanding of their specific contributions to disease progression and potential therapeutic interventions.

Discussion

Over the past few decades, the molecular characterization of twenty-eight collagen types has provided invaluable insights into their diverse functions. Comprised of three homo- or hetero-trimeric polypeptide chains (α chains), collagens contribute significantly to the molecular architecture, shape, and mechanical properties of tissues, with fibrillar collagens assuming a structural role in tissue organization. In contrast, membrane collagens (such as XIII, XVII, XXV, and XXVIII) exhibit distinct functions, predominantly expressed in neurons, neuronal structures, or neuronal tissues, implicating them in various diseases and tumors.6 Their functions are continuously explored through different methods. Recent studies have underscored the pivotal role of collagens in regulating tumor cell growth, differentiation, migration, and their involvement in disorders resulting from mutations. Remarkably, collagens also exhibit a multifaceted involvement in pregnancy and assume a dual role in postpartum-associated breast cancer (PABC). They act as a physical barrier against tumor cells invading the ECM. In the context of postpartum-associated breast cancer, postpartum collagen demonstrates a protective effect, adopting an anti-proliferative TACS1 architecture, which has been postulated to contribute to the protective effect of pregnancy.15,135 However, their increased deposition during involution also promotes breast cancer development through the stiffening of the ECM producing tension within the microenvironment.136 Additionally, postpartum collagen with anti-proliferative properties can undergo conversion into an involution-like pro-tumorigenic collagen under the influence of a collagen-dependent oncogene, protease pappalysin-1 (PAPP-A).137 The sporadic presence of PAPP-A is sufficient to convert post-partum collagen into a high TACS3 involution-like collagen architecture, which is specifically correlated with worst prognosis in breast cancer patients and is a stronger predictor for metastasis than tumor stage.135,138

Despite considerable strides in understanding collagen functions, particularly in breast cancer, numerous questions persist, particularly regarding their roles and underlying mechanisms in tumor progression and drug resistance. This review categorizes the 28 collagens into two fractions-those relatively highly expressed and those poorly expressed in breast cancer tissues. Notably, COL11A1 emerges as a noteworthy collagen highly expressed in breast cancer, demonstrating significant associations with prognosis and the aggressive behavior of invasive breast cancer. Its differential expression across normal, preinvasive, and invasive tumors suggests distinct roles at various stages.139 Intriguingly, COL11A1 may serve as a marker for radiotherapy resistance, with high stromal expression correlating with increased recurrence rates despite radiotherapy. This collagen also mediates resistance to cisplatin and paclitaxel, underscoring its potential clinical significance once the underlying mechanisms are elucidated. At present, therapeutic strategies targeting COL11A1’s upstream or downstream molecules have been proposed; however, direct targeting remains an unexplored avenue, emphasizing the need for tailored therapies. In addition, as mentioned earlier, COL11A1 overexpression is associated with poor prognosis in solid tumors, but with better prognosis in some hematologic malignancies. The differences in mechanisms between them warrant further investigation.

Another gene significantly upregulated in breast cancer is COL10A1, which plays a crucial role in prognosis and treatment. Its potential diagnostic utility is underscored by its ability to distinguish between breast cancer patients and those with benign diseases, highlighting its role as a potential diagnostic predictor. Despite its substantial expression difference in breast cancer, research on COL10A1 lags behind that of some other collagens, such as COL1A1. Further investigations are warranted to deepen our understanding of this collagen in breast cancer. Additionally, the expression of COL22A1 is significantly different between tumor samples and the paired normal tissue samples, but its expression in both groups is relatively low compared to some other collagens. Meanwhile, numerous collagens which exhibited relatively low expression in breast cancer also remain understudied. For instance, COL25A1, identified as a collagen-like Alzheimer’s amyloid plaque component precursor, is exclusively found in breast tumors but not in normal tissues.140 Comprehensive studies regarding its function and mechanisms in breast cancer are lacking. Similarly, collagens like COL6A6 and COL4A3, with low expression in breast tumors, are differentially expressed genes between breast cancer and non-tumor tissues, underscoring the need for further exploration.

The clinical significance and application prospects stand as pivotal facets in collagen research. Our findings accentuate the pivotal role of collagens in diagnosis, prognosis, and treatment. Notably, COL10A1 and COL11A1 have emerged as potential diagnostic and therapeutic markers for breast cancer. COL6A3 has been linked to the mediation of chemoresistance and cisplatin resistance.141,142 Beyond these, collagens, including COL1A1, COL3A1, COL10A1, and COL11A1, have been implicated in prognosis, with their elevated expression correlating with poorer outcomes. Conversely, for COL4A3 and COL17A1, their higher expression levels correlate positively with a favorable prognosis in breast cancer.107,128 Integrating the expression patterns of these collagens into the prognostic assessment of breast cancer patients can furnish clinicians with more precise prognostic information, facilitating the formulation of tailored treatment strategies.

These observations in this review underscore the considerable predictive value of collagens in monitoring cancer processes and recurrence. Future research avenues should employ innovative approaches to unravel the functions and mechanisms of collagens in breast cancer. Additionally, considering the upstream regulators, downstream effectors, receptors, and tumor microenvironment of these collagens is crucial, as these factors may play pivotal roles in mitigating the pro-tumor effects of collagens. Currently, advancements in imaging techniques, such as multiphoton microscopy and second harmonic generation imaging, have facilitated the detailed visualization and quantification of collagen alterations in breast cancer, thus augmenting our comprehension of the tumor microenvironment. A comprehensive understanding of collagen dynamics in breast cancer holds significant promise for enhancing the diagnosis, prognosis, and treatment modalities of the cancer.

Author Contributions

All authors made a significant contribution to the work reported, whether that is in the conception, study design, execution, acquisition of data, analysis and interpretation, or in all these areas; took part in drafting, revising or critically reviewing the article; gave final approval of the version to be published; have agreed on the journal to which the article has been submitted; and agree to be accountable for all aspects of the work.

Funding

This work was supported by the Yue Jin’s Postdoctoral Excellence Program of Jiangsu Province, China (2022ZB895).

Disclosure

The authors report no conflicts of interest in this work.

References

1. Siegel RL, Miller KD, Fuchs HE, Jemal A. Cancer statistics, 2022. CA Cancer J Clin. 2022;72(1):7–33. doi:10.3322/caac.21708

2. Yu TY, Zhang G, Chai XX, Ren L, Yin DC, Zhang CY. Recent progress on the effect of extracellular matrix on occurrence and progression of breast cancer. Life Sci. 2023;332:122084. doi:10.1016/j.lfs.2023.122084

3. Oskarsson T. Extracellular matrix components in breast cancer progression and metastasis. Breast. 2013;22 Suppl 2:S66-72. doi:10.1016/j.breast.2013.07.012

4. Alowami S, Troup S, Al-Haddad S, Kirkpatrick I, Watson PH. Mammographic density is related to stroma and stromal proteoglycan expression. Breast Cancer Res. 2003;5(5):R129–35. doi:10.1186/bcr622

5. Angel PM, Zambrzycki SC. Predictive value of collagen in cancer. Adv Cancer Res. 2022;154:15–45. doi:10.1016/bs.acr.2022.02.004

6. Ricard-Blum S. The collagen family. Cold Spring Harb Perspect Biol. 2011;3(1):a004978. doi:10.1101/cshperspect.a004978

7. Söderhäll C, Marenholz I, Kerscher T, et al. Variants in a novel epidermal collagen gene (COL29A1) are associated with atopic dermatitis. PLoS Biol. 2007;5(9):e242. doi:10.1371/journal.pbio.0050242

8. Gara SK, Grumati P, Urciuolo A, et al. Three novel collagen VI chains with high homology to the alpha3 chain. J Biol Chem. 2008;283(16):10658–10670. doi:10.1074/jbc.M709540200

9. Provenzano PP, Inman DR, Eliceiri KW, et al. Collagen density promotes mammary tumor initiation and progression. BMC Med. 2008;6:11. doi:10.1186/1741-7015-6-11

10. Acerbi I, Cassereau L, Dean I, et al. Human breast cancer invasion and aggression correlates with ECM stiffening and immune cell infiltration. Integr Biol. 2015;7(10):1120–1134. doi:10.1039/c5ib00040h

11. Barcus CE, O’Leary KA, Brockman JL, et al. Elevated collagen-I augments tumor progressive signals, intravasation and metastasis of prolactin-induced estrogen receptor alpha positive mammary tumor cells. Breast Cancer Res. 2017;19(1):9. doi:10.1186/s13058-017-0801-1

12. JingSong H, Hong G, Yang J, et al. siRNA-mediated suppression of collagen type iv alpha 2 (COL4A2) mRNA inhibits triple-negative breast cancer cell proliferation and migration. Oncotarget. 2017;8(2):2585–2593. doi:10.18632/oncotarget.13716

13. Martínez-Nieto G, Heljasvaara R, Heikkinen A, et al. Deletion of Col15a1 Modulates the Tumour Extracellular Matrix and Leads to Increased Tumour Growth in the MMTV-PyMT Mouse Mammary Carcinoma Model. Int J Mol Sci. 2021;22(18):9978. doi:10.3390/ijms22189978

14. Heljasvaara R, Aikio M, Ruotsalainen H, Pihlajaniemi T. Collagen XVIII in tissue homeostasis and dysregulation - Lessons learned from model organisms and human patients. Matrix Biol. 2017;57-58:55–75. doi:10.1016/j.matbio.2016.10.002

15. Maller O, Hansen KC, Lyons TR, et al. Collagen architecture in pregnancy-induced protection from breast cancer. J Cell Sci. 2013;126(Pt 18):4108–4110. doi:10.1242/jcs.121590

16. Tang Z, Kang B, Li C, Chen T, Zhang Z. GEPIA2: an enhanced web server for large-scale expression profiling and interactive analysis. Nucleic Acids Res. 2019;47(W1):W556–w560. doi:10.1093/nar/gkz430

17. Mercier F, Kitasako JT, Hatton GI. Anatomy of the brain neurogenic zones revisited: fractones and the fibroblast/macrophage network. J Comp Neurol. 2002;451(2):170–188. doi:10.1002/cne.10342

18. Kim SH, Lee HY, Jung SP, et al. Role of secreted type I collagen derived from stromal cells in two breast cancer cell lines. Oncol Lett. 2014;8(2):507–512. doi:10.3892/ol.2014.2199

19. Gelse K, Pöschl E, Aigner T. Collagens--structure, function, and biosynthesis. Adv Drug Deliv Rev. 2003;55(12):1531–1546. doi:10.1016/j.addr.2003.08.002

20. Winkler J, Abisoye-Ogunniyan A, Metcalf KJ, Werb Z. Concepts of extracellular matrix remodelling in tumour progression and metastasis. Nat Commun. 2020;11(1):5120. doi:10.1038/s41467-020-18794-x

21. Hou L, Lin T, Wang Y, Liu B, Wang M. Collagen type 1 alpha 1 chain is a novel predictive biomarker of poor progression-free survival and chemoresistance in metastatic lung cancer. J Cancer. 2021;12(19):5723–5731. doi:10.7150/jca.59723

22. Yang Z, Liu B, Lin T, Zhang Y, Zhang L, Wang M. Multiomics analysis on DNA methylation and the expression of both messenger RNA and microRNA in lung adenocarcinoma. J Cell Physiol. 2019;234(5):7579–7586. doi:10.1002/jcp.27520

23. Li J, Ding Y, Li A. Identification of COL1A1 and COL1A2 as candidate prognostic factors in gastric cancer. World J Surg Oncol. 2016;14(1):297. doi:10.1186/s12957-016-1056-5

24. Zhang C, Liu S, Wang X, Liu H, Zhou X, Liu H. COL1A1 Is a Potential Prognostic Biomarker and Correlated with Immune Infiltration in Mesothelioma. Biomed Res Int. 2021;2021:5320941. doi:10.1155/2021/5320941

25. Ma HP, Chang HL, Bamodu OA, et al. Collagen 1A1 (COL1A1) Is a Reliable Biomarker and Putative Therapeutic Target for Hepatocellular Carcinogenesis and Metastasis. Cancers. 2019;11(6):786. doi:10.3390/cancers11060786

26. Liu J, Shen JX, Wu HT, et al. Collagen 1A1 (COL1A1) promotes metastasis of breast cancer and is a potential therapeutic target. Discov Med. 2018;25(139):211–223.

27. Salimian N, Peymani M, Ghaedi K, Hashemi M, Rahimi E. Collagen 1A1 (COL1A1) and Collagen11A1(COL11A1) as diagnostic biomarkers in Breast, colorectal and gastric cancers. Gene. 2024;892:147867. doi:10.1016/j.gene.2023.147867

28. Yao G, Zhao K, Bao K, Li J. Radiation increases COL1A1, COL3A1, and COL1A2 expression in breast cancer. Open Med. 2022;17(1):329–340. doi:10.1515/med-2022-0436

29. Guo Y, Zhai J, Zhang J, Ni C, Zhou H. Improved Radiotherapy Sensitivity of Nasopharyngeal Carcinoma Cells by miR-29-3p Targeting COL1A1 3’-UTR. Med Sci Monit. 2019;29(25):3161–3169. doi:10.12659/msm.915624

30. Liu S, Liao G, Li G. Regulatory effects of COL1A1 on apoptosis induced by radiation in cervical cancer cells. Cancer Cell Int. 2017;17:73. doi:10.1186/s12935-017-0443-5

31. Cruet-Hennequart S, Drougard C, Shaw G, et al. Radiation-induced alterations of osteogenic and chondrogenic differentiation of human mesenchymal stem cells. PLoS One. 2015;10(3):e0119334. doi:10.1371/journal.pone.0119334

32. Velikova G, Williams LJ, Willis S, et al. Quality of life after postmastectomy radiotherapy in patients with intermediate-risk breast cancer (SUPREMO): 2-year follow-up results of a randomised controlled trial. Lancet Oncol. 2018;19(11):1516–1529. doi:10.1016/s1470-2045(18)30515-1

33. Huang P, Li M, Tang Q, Jiang K, Luo Y. Circ_0000523 regulates miR-1184/COL1A1/PI3K/Akt pathway to promote nasopharyngeal carcinoma progression. Apoptosis. 2022;27(9–10):751–761. doi:10.1007/s10495-022-01743-y

34. Zhu X, Rao X, Yao W, Zou X. Downregulation of MiR-196b-5p impedes cell proliferation and metastasis in breast cancer through regulating COL1A1. Am J Transl Res. 2018;10(10):3122–3132.

35. Liu T, Ye P, Ye Y, Lu S, Han B. Circular RNA hsa_circRNA_002178 silencing retards breast cancer progression via microRNA-328-3p-mediated inhibition of COL1A1. J Cell Mol Med. 2020;24(3):2189–2201. doi:10.1111/jcmm.14875

36. Kim K, Kim YJ. RhoBTB3 Regulates Proliferation and Invasion of Breast Cancer Cells via Col1a1. Mol Cells. 2022;45(9):631–639. doi:10.14348/molcells.2022.2037

37. Meng C, He Y, Wei Z, et al. MRTF-A mediates the activation of COL1A1 expression stimulated by multiple signaling pathways in human breast cancer cells. Biomed Pharmacother. 2018;104:718–728. doi:10.1016/j.biopha.2018.05.092

38. Zhao H, Dang R, Zhu Y, et al. Hub genes associated with immune cell infiltration in breast cancer, identified through bioinformatic analyses of multiple datasets. Cancer Biol Med. 2022;19(9):1352–1374. doi:10.20892/j.issn.2095-3941.2021.0586

39. Ma B, Li F, Ma B. Down-regulation of COL1A1 inhibits tumor-associated fibroblast activation and mediates matrix remodeling in the tumor microenvironment of breast cancer. Open Life Sci. 2023;18(1):20220776. doi:10.1515/biol-2022-0776

40. Zhang Z, Wang Y, Zhang J, Zhong J, Yang R. COL1A1 promotes metastasis in colorectal cancer by regulating the WNT/PCP pathway. Mol Med Rep. 2018;17(4):5037–5042. doi:10.3892/mmr.2018.8533

41. Zheng Z, Chen Y, Wang Y, Li Y, Cheng Q. MicroRNA-513b-5p targets COL1A1 and COL1A2 associated with the formation and rupture of intracranial aneurysm. Sci Rep. 2021;11(1):14897. doi:10.1038/s41598-021-94116-5

42. Venable E, Knight DRT, Thoreson EK, Baudhuin LM. COL1A1 and COL1A2 variants in Ehlers-Danlos syndrome phenotypes and COL1-related overlap disorder. Am J Med Genet C Semin Med Genet. 2023;193(2):147–159. doi:10.1002/ajmg.c.32038

43. Pan TT, Han L, Zheng HW, Xing ZM, Yu LS, Liu YJ. A novel mutation in COL1A1 causing osteogenesis imperfecta/hearing loss. Braz J Otorhinolaryngol. 2023;89(5):101312. doi:10.1016/j.bjorl.2023.101312

44. Byers PH, Pyott SM. Recessively inherited forms of osteogenesis imperfecta. Annu Rev Genet. 2012;46:475–497. doi:10.1146/annurev-genet-110711-155608

45. Sadler T, Scarpa M, Rieder F, West G, Stylianou E. Cytokine-induced chromatin modifications of the type I collagen alpha 2 gene during intestinal endothelial-to-mesenchymal transition. Inflamm Bowel Dis. 2013;19(7):1354–1364. doi:10.1097/MIB.0b013e318281f37a

46. Huang K, Zhang X, Duan J, et al. STAT4 and COL1A2 are potential diagnostic biomarkers and therapeutic targets for heart failure comorbided with depression. Brain Res Bull. 2022;184:68–75. doi:10.1016/j.brainresbull.2022.03.014

47. Bonazzi VF, Nancarrow DJ, Stark MS, et al. Cross-platform array screening identifies COL1A2, THBS1, TNFRSF10D and UCHL1 as genes frequently silenced by methylation in melanoma. PLoS One. 2011;6(10):e26121. doi:10.1371/journal.pone.0026121

48. Ao R, Guan L, Wang Y, Wang JN. Silencing of COL1A2, COL6A3, and THBS2 inhibits gastric cancer cell proliferation, migration, and invasion while promoting apoptosis through the PI3k-Akt signaling pathway. J Cell Biochem. 2018;119(6):4420–4434. doi:10.1002/jcb.26524

49. Yuan X, He Y, Wang W. ceRNA network-regulated COL1A2 high expression correlates with poor prognosis and immune infiltration in colon adenocarcinoma. Sci Rep. 2023;13(1):16932. doi:10.1038/s41598-023-43507-x

50. Yu Y, Liu D, Liu Z, et al. The inhibitory effects of COL1A2 on colorectal cancer cell proliferation, migration, and invasion. J Cancer. 2018;9(16):2953–2962. doi:10.7150/jca.25542

51. Wu J, Liu J, Wei X, et al. A feature-based analysis identifies COL1A2 as a regulator in pancreatic cancer. J Enzyme Inhib Med Chem. 2019;34(1):420–428. doi:10.1080/14756366.2018.1484734

52. Wang Y, Sakaguchi M, Sabit H, et al. COL1A2 inhibition suppresses glioblastoma cell proliferation and invasion. J Neurosurg. 2023;138(3):639–648. doi:10.3171/2022.6.Jns22319

53. Bowers SLK, Meng Q, Kuwabara Y, et al. Col1a2-Deleted Mice Have Defective Type I Collagen and Secondary Reactive Cardiac Fibrosis with Altered Hypertrophic Dynamics. Cells. 2023;12(17):2174. doi:10.3390/cells12172174

54. Yang Z, Sun R, Qu G, et al. Identification of key genes in HER2-positive breast cancer with brain metastasis via bioinformatics methods. Transl Cancer Res. 2023;12(5):1112–1127. doi:10.21037/tcr-22-2715

55. Paul AM, George B, Saini S, et al. Delineation of Pathogenomic Insights of Breast Cancer in Young Women. Cells. 2022;11(12):1927. doi:10.3390/cells11121927

56. Chen SJ, Yuan W, Lo S, Trojanowska M, Varga J. Interaction of smad3 with a proximal smad-binding element of the human alpha2(I) procollagen gene promoter required for transcriptional activation by TGF-beta. J Cell Physiol. 2000;183(3):381–392. doi:10.1002/(sici)1097-4652(200006)183:3<381::Aid-jcp11>3.0.Co;2-o

57. Chapman KB, Prendes MJ, Sternberg H, et al. COL10A1 expression is elevated in diverse solid tumor types and is associated with tumor vasculature. Future Oncol. 2012;8(8):1031–1040. doi:10.2217/fon.12.79

58. Li T, Huang H, Shi G, et al. TGF-β1-SOX9 axis-inducible COL10A1 promotes invasion and metastasis in gastric cancer via epithelial-to-mesenchymal transition. Cell Death Dis. 2018;9(9):849. doi:10.1038/s41419-018-0877-2

59. Huang H, Li T, Ye G, et al. High expression of COL10A1 is associated with poor prognosis in colorectal cancer. Onco Targets Ther. 2018 11;():1571–1581. doi:10.2147/ott.S160196

60. Giussani M, Landoni E, Merlino G, et al. Extracellular matrix proteins as diagnostic markers of breast carcinoma. J Cell Physiol. 2018;233(8):6280–6290. doi:10.1002/jcp.26513

61. Zhang M, Chen H, Wang M, Bai F, Wu K. Bioinformatics analysis of prognostic significance of COL10A1 in breast cancer. Biosci Rep. 2020;40(2):BSR20193286. doi:10.1042/bsr20193286

62. Bao S, He G. Identification of Key Genes and Key Pathways in Breast Cancer Based on Machine Learning. Med Sci Monit. 2022;28:e935515. doi:10.12659/msm.935515

63. Zhou W, Li Y, Gu D, et al. High expression COL10A1 promotes breast cancer progression and predicts poor prognosis. Heliyon. 2022;8(10):e11083. doi:10.1016/j.heliyon.2022.e11083

64. Yang W, Wu X, Zhou F. Collagen Type X Alpha 1 (COL10A1) Contributes to Cell Proliferation, Migration, and Invasion by Targeting Prolyl 4-Hydroxylase Beta Polypeptide (P4HB) in Breast Cancer. Med Sci Monit. 2021;27:e928919. doi:10.12659/msm.928919

65. Vishnubalaji R, Shaath H, Elkord E, Alajez NM. Long non-coding RNA (lncRNA) transcriptional landscape in breast cancer identifies LINC01614 as non-favorable prognostic biomarker regulated by TGFβ and focal adhesion kinase (FAK) signaling. Cell Death Discov. 2019;5:109. doi:10.1038/s41420-019-0190-6

66. Eyre DR. Collagens and cartilage matrix homeostasis. Clin Orthop Relat Res. 2004;427:S118–122. doi:10.1097/01.blo.0000144855.48640.b9

67. Shi W, Chen Z, Liu H, et al. COL11A1 as an novel biomarker for breast cancer with machine learning and immunohistochemistry validation. Front Immunol. 2022;13:937125. doi:10.3389/fimmu.2022.937125

68. Toss MS, Miligy IM, Gorringe KL, et al. Collagen (XI) alpha-1 chain is an independent prognostic factor in breast ductal carcinoma in situ. Mod Pathol. 2019;32(10):1460–1472. doi:10.1038/s41379-019-0286-9

69. Mirza Z, Ansari MS, Iqbal MS, et al. Identification of Novel Diagnostic and Prognostic Gene Signature Biomarkers for Breast Cancer Using Artificial Intelligence and Machine Learning Assisted Transcriptomics Analysis. Cancers. 2023;15(12):3237. doi:10.3390/cancers15123237

70. Freire J, Domínguez-Hormaetxe S, Pereda S, et al. Collagen, type XI, alpha 1: an accurate marker for differential diagnosis of breast carcinoma invasiveness in core needle biopsies. Pathol Res Pract. 2014;210(12):879–884. doi:10.1016/j.prp.2014.07.012

71. Gu SQ, Luo JH, Yao WX. The regulation of miR-139-5p on the biological characteristics of breast cancer cells by targeting COL11A1. Math Biosci Eng. 2019;17(2):1428–1441. doi:10.3934/mbe.2020073

72. Liu J, Yang CQ, Chen Q, et al. MiR-4458-loaded gelatin nanospheres target COL11A1 for DDR2/SRC signaling pathway inactivation to suppress the progression of estrogen receptor-positive breast cancer. Biomater Sci. 2022;10(16):4596–4611. doi:10.1039/d2bm00543c

73. Wang H, Ren Y, Qian C, Liu J, Li G, Li Z. Over-expression of CDX2 alleviates breast cancer by up-regulating microRNA let-7b and inhibiting COL11A1 expression. Cancer Cell Int. 2020;20:13. doi:10.1186/s12935-019-1066-9

74. Qiu X, Li X, Yan Y, et al. Identification of m6A-Associated Gene DST as a Prognostic and Immune-Associated Biomarker in Breast Cancer Patients. Int J Gen Med. 2022;15:523–534. doi:10.2147/ijgm.S344146

75. Ren C, Tang X, Lan H. Comprehensive analysis based on DNA methylation and RNA-seq reveals hypermethylation of the up-regulated WT1 gene with potential mechanisms in PAM50 subtypes of breast cancer. PeerJ. 2021;9:e11377. doi:10.7717/peerj.11377

76. Wang J, Yu H, Ye L, Jin L, Yu M, Lv Y. Integrated regulatory mechanisms of miRNAs and targeted genes involved in colorectal cancer. Int J Clin Exp Pathol. 2015;8(1):517–529.

77. Bogusławska J, Rodzik K, Popławski P, et al. TGF-β1 targets a microRNA network that regulates cellular adhesion and migration in renal cancer. Cancer Lett. 2018;412:155–169. doi:10.1016/j.canlet.2017.10.019

78. Wu YH, Chang TH, Huang YF, Chen CC, Chou CY. COL11A1 confers chemoresistance on ovarian cancer cells through the activation of Akt/c/EBPβ pathway and PDK1 stabilization. Oncotarget. 2015;6(27):23748–23763. doi:10.18632/oncotarget.4250

79. Nallanthighal S, Heiserman JP, Cheon DJ. Collagen Type XI Alpha 1 (COL11A1): a Novel Biomarker and a Key Player in Cancer. Cancers. 2021;13(5):935. doi:10.3390/cancers13050935

80. Luo Q, Li J, Su X, Tan Q, Zhou F, Xie S. COL11A1 serves as a biomarker for poor prognosis and correlates with immune infiltration in breast cancer. Front Genet. 2022;13:935860. doi:10.3389/fgene.2022.935860

81. Ryan RE, Martin B, Mellor L, et al. Oncostatin M binds to extracellular matrix in a bioactive conformation: implications for inflammation and metastasis. Cytokine. 2015;72(1):71–85. doi:10.1016/j.cyto.2014.11.007

82. Rada M, Nallanthighal S, Cha J, et al. Inhibitor of apoptosis proteins (IAPs) mediate collagen type XI alpha 1-driven cisplatin resistance in ovarian cancer. Oncogene. 2018;37(35):4809–4820. doi:10.1038/s41388-018-0297-x

83. Nallanthighal S, Rada M, Heiserman JP, et al. Inhibition of collagen XI alpha 1-induced fatty acid oxidation triggers apoptotic cell death in cisplatin-resistant ovarian cancer. Cell Death Dis. 2020;11(4):258. doi:10.1038/s41419-020-2442-z

84. Wu YH, Huang YF, Chang TH, Chou CY. Activation of TWIST1 by COL11A1 promotes chemoresistance and inhibits apoptosis in ovarian cancer cells by modulating NF-κB-mediated IKKβ expression. Int, J, Cancer. 2017;141(11):2305–2317. doi:10.1002/ijc.30932

85. Wu W, Zheng L. Comprehensive Analysis Identifies COL1A1, COL3A1, and POSTN as Key Genes Associated with Brain Metastasis in Patients with Breast Cancer. Evid Based Complement Alternat Med. 2022;2022:7812218. doi:10.1155/2022/7812218

86. Zhang L, Wang L, Yang H, Li C, Fang C. Identification of potential genes related to breast cancer brain metastasis in breast cancer patients. Biosci Rep. 2021;41(10):BSR20211615. doi:10.1042/bsr20211615

87. Giussani M, Merlino G, Cappelletti V, Tagliabue E, Daidone MG. Tumor-extracellular matrix interactions: identification of tools associated with breast cancer progression. Semin Cancer Biol. 2015;35:3–10. doi:10.1016/j.semcancer.2015.09.012

88. Yang F, Lin L, Li X, Wen R, Zhang X. Silencing of COL3A1 represses proliferation, migration, invasion, and immune escape of triple negative breast cancer cells via down-regulating PD-L1 expression. Cell Biol Int. 2022;46(11):1959–1969. doi:10.1002/cbin.11875

89. Yuan L, Shu B, Chen L, et al. Overexpression of COL3A1 confers a poor prognosis in human bladder cancer identified by co-expression analysis. Oncotarget. 2017;8(41):70508–70520. doi:10.18632/oncotarget.19733

90. Shi Y, Zheng C, Jin Y, et al. Reduced Expression of METTL3 Promotes Metastasis of Triple-Negative Breast Cancer by m6A Methylation-Mediated COL3A1 Up-Regulation. Front Oncol. 2020;10:1126. doi:10.3389/fonc.2020.01126

91. Jones VA, Patel PM, Gibson FT, Cordova A, Amber KT. The Role of Collagen XVII in Cancer: squamous Cell Carcinoma and Beyond. Front Oncol. 2020;10:352. doi:10.3389/fonc.2020.00352

92. Kozawa K, Sekai M, Ohba K, et al. The CD44/COL17A1 pathway promotes the formation of multilayered, transformed epithelia. Curr Biol. 2021;31(14):3086–3097.e7. doi:10.1016/j.cub.2021.04.078

93. Matsumura H, Mohri Y, Binh NT, et al. Hair follicle aging is driven by transepidermal elimination of stem cells via COL17A1 proteolysis. Science. 2016;351(6273):aad4395. doi:10.1126/science.aad4395

94. Nanba D, Toki F, Asakawa K, et al. EGFR-mediated epidermal stem cell motility drives skin regeneration through COL17A1 proteolysis. J Cell Biol. 2021;220(11):e202012073. doi:10.1083/jcb.202012073

95. Kim YJ, Lee Y, Chae W, Kim JW. Recessive COL17A1 Mutations and a Dominant LAMB3 Mutation Cause Hypoplastic Amelogenesis Imperfecta. J Pers Med. 2023;13(10):1484. doi:10.3390/jpm13101494

96. Moilanen JM, Löffek S, Kokkonen N, et al. Significant Role of Collagen XVII And Integrin β4 in Migration and Invasion of The Less Aggressive Squamous Cell Carcinoma Cells. Sci Rep. 2017;7:45057. doi:10.1038/srep45057

97. Krenacs T, Kiszner G, Stelkovics E, et al. Collagen XVII is expressed in malignant but not in benign melanocytic tumors and it can mediate antibody induced melanoma apoptosis. Histochem Cell Biol. 2012;138(4):653–667. doi:10.1007/s00418-012-0981-9

98. Laval S, Laklai H, Fanjul M, et al. Dual roles of hemidesmosomal proteins in the pancreatic epithelium: the phosphoinositide 3-kinase decides. Oncogene. 2014;33(15):1934–1944. doi:10.1038/onc.2013.146

99. Kashiwagi R, Funayama R, Aoki S, et al. Collagen XVII regulates tumor growth in pancreatic cancer through interaction with the tumor microenvironment. Cancer Sci. 2023;114(11):4286–4298. doi:10.1111/cas.15952

100. Nagle RB, Hao J, Knox JD, Dalkin BL, Clark V, Cress AE. Expression of hemidesmosomal and extracellular matrix proteins by normal and malignant human prostate tissue. Am J Pathol. 1995;146(6):1498–1507.

101. Moilanen JM, Kokkonen N, Löffek S, et al. Collagen XVII expression correlates with the invasion and metastasis of colorectal cancer. Hum Pathol. 2015;46(3):434–442. doi:10.1016/j.humpath.2014.11.020

102. Liu CC, Lin JH, Hsu TW, et al. Collagen XVII/laminin-5 activates epithelial-to-mesenchymal transition and is associated with poor prognosis in lung cancer. Oncotarget. 2018;9(2):1656–1672. doi:10.18632/oncotarget.11208

103. Lo AK, Yuen PW, Liu Y, et al. Downregulation of hemidesmosomal proteins in nasopharyngeal carcinoma cells. Cancer Lett. 2001;163(1):117–123. doi:10.1016/s0304-3835(00)00683-2

104. Thangavelu PU, Krenács T, Dray E, Duijf PH. In epithelial cancers, aberrant COL17A1 promoter methylation predicts its misexpression and increased invasion. Clin Clin Epigenet. 2016;8:120. doi:10.1186/s13148-016-0290-6

105. Kim SH, Carey TE, Liebert M, Yoo SJ, Kwon HJ, Kim SY. Characterization of AMC-HN-9, a cell line established from an undifferentiated carcinoma of the parotid gland: expression of alpha6beta4 with the absence of BP180 and 230. Acta Otolaryngol. 2000;120(5):660–666. doi:10.1080/000164800750000513

106. Lothong M, Sakares W, Rojsitthisak P, Tanikawa C, Matsuda K, Yodsurang V. Collagen XVII inhibits breast cancer cell proliferation and growth through deactivation of the AKT/mTOR signaling pathway. PLoS One. 2021;16(7):e0255179. doi:10.1371/journal.pone.0255179

107. Yodsurang V, Tanikawa C, Miyamoto T, Lo PHY, Hirata M, Matsuda K. Identification of a novel p53 target, COL17A1, that inhibits breast cancer cell migration and invasion. Oncotarget. 2017;8(34):55790–55803. doi:10.18632/oncotarget.18433

108. Fitzgerald J, Rich C, Zhou FH, Hansen U. Three novel collagen VI chains, alpha4(VI), alpha5(VI), and alpha6(VI). J Biol Chem. 2008;283(29):20170–20180. doi:10.1074/jbc.M710139200

109. Long R, Liu Z, Li J, Yu H. COL6A6 interacted with P4HA3 to suppress the growth and metastasis of pituitary adenoma via blocking PI3K-Akt pathway. Aging (Albany NY). 2019;11(20):8845–8859. doi:10.18632/aging.102300

110. Qiao H, Feng Y, Tang H. COL6A6 inhibits the proliferation and metastasis of non-small cell lung cancer through the JAK signalling pathway. Transl Cancer Res. 2021;10(10):4514–4522. doi:10.21037/tcr-21-2002

111. Ma Y, Qiu M, Guo H, et al. Comprehensive Analysis of the Immune and Prognostic Implication of COL6A6 in Lung Adenocarcinoma. Front Oncol. 2021;11:633420. doi:10.3389/fonc.2021.633420

112. Vaclavik V, Tiab L, Sun YJ, et al. New COL6A6 Variant Causes Autosomal Dominant Retinitis Pigmentosa in a Four-Generation Family. Invest Ophthalmol Vis Sci. 2022;63(3):23. doi:10.1167/iovs.63.3.23

113. Makoukji J, Makhoul NJ, Khalil M, et al. Gene expression profiling of breast cancer in Lebanese women. Sci Rep. 2016;6:36639. doi:10.1038/srep36639

114. Srour MK, Gao B, Dadmanesh F, et al. Gene expression comparison between primary triple-negative breast cancer and paired axillary and sentinel lymph node metastasis. Breast J. 2020;26(5):904–910. doi:10.1111/tbj.13684

115. Yeh MH, Tzeng YJ, Fu TY, et al. Extracellular Matrix-receptor Interaction Signaling Genes Associated with Inferior Breast Cancer Survival. Anticancer Res. 2018;38(8):4593–4605. doi:10.21873/anticanres.12764

116. Willumsen N, Bager C, Karsdal MA. Matrix Metalloprotease Generated Fragments of Type VI Collagen Have Serum Biomarker Potential in Cancer - A Proof of Concept Study. Transl Oncol. 2019;12(5):693–698. doi:10.1016/j.tranon.2019.02.004

117. Yin P, Bai Y, Wang Z, et al. Non-canonical Fzd7 signaling contributes to breast cancer mesenchymal-like stemness involving Col6a1. Cell Commun Signal. 2020;18(1):143. doi:10.1186/s12964-020-00646-2

118. King CT, Matossian MD, Savoie JJ, et al. Liver Kinase B1 Regulates Remodeling of the Tumor Microenvironment in Triple-Negative Breast Cancer. Front Mol Biosci. 2022;9:847505. doi:10.3389/fmolb.2022.847505

119. Wei LY, Zhang XJ, Wang L, et al. A Six-Epithelial-Mesenchymal Transition Gene Signature May Predict Metastasis of Triple-Negative Breast Cancer. Onco Targets Ther. 2020;13:6497–6509. doi:10.2147/ott.S256818

120. Pöschel A, Beebe E, Kunz L, et al. Identification of disease-promoting stromal components by comparative proteomic and transcriptomic profiling of canine mammary tumors using laser-capture microdissected FFPE tissue. Neoplasia. 2021;23(4):400–412. doi:10.1016/j.neo.2021.03.001

121. Ettlin J, Bauer A, Opitz L, Malbon A, Markkanen E. Deciphering Stromal Changes between Metastatic and Non-metastatic Canine Mammary Carcinomas. J Mammary Gland Biol Neoplasia. 2023;28(1):14. doi:10.1007/s10911-023-09542-0

122. Ikeda K, Iyama K, Ishikawa N, et al. Loss of expression of type IV collagen alpha5 and alpha6 chains in colorectal cancer associated with the hypermethylation of their promoter region. Am J Pathol. 2006;168(3):856–865. doi:10.2353/ajpath.2006.050384

123. Jin R, Shen J, Zhang T, et al. The highly expressed COL4A1 genes contributes to the proliferation and migration of the invasive ductal carcinomas. Oncotarget. 2017;8(35):58172–58183. doi:10.18632/oncotarget.17345

124. Salem O, Erdem N, Jung J, et al. The highly expressed 5’isomiR of hsa-miR-140-3p contributes to the tumor-suppressive effects of miR-140 by reducing breast cancer proliferation and migration. BMC Genomics. 2016;17:566. doi:10.1186/s12864-016-2869-x

125. Wang SM, Chen PM, Sung YW, Huang WC, Huang HS, Chu PY. Effect of COL4A1 Expression on the Survival of Neoadjuvant Chemotherapy Breast Cancer Patients. J Oncol. 2020;2020:5209695. doi:10.1155/2020/5209695

126. Wang C, Gao C, Zhuang JL, Ding C, Wang Y. A combined approach identifies three mRNAs that are down-regulated by microRNA-29b and promote invasion ability in the breast cancer cell line MCF-7. J Cancer Res Clin Oncol. 2012;138(12):2127–2136. doi:10.1007/s00432-012-1288-x

127. Georgiou GK, Igglezou M, Sainis I, et al. Impact of breast cancer surgery on angiogenesis circulating biomarkers: a prospective longitudinal study. World J Surg Oncol. 2013;11:213. doi:10.1186/1477-7819-11-213

128. Tao D, Wang Y, Zhang X, et al. Identification of Angiogenesis-Related Prognostic Biomarkers Associated With Immune Cell Infiltration in Breast Cancer. Front Cell Dev Biol. 2022;10:853324. doi:10.3389/fcell.2022.853324

129. Wilkus-Adamczyk K, Brodaczewska K, Majewska A, Kieda C. Microenvironment commits breast tumor ECs to dedifferentiation by micro-RNA-200-b-3p regulation and extracellular matrix remodeling. Front Cell Dev Biol. 2023;11:1125077. doi:10.3389/fcell.2023.1125077

130. Wu Y, Liu X, Zhu Y, et al. Type IV collagen α5 chain promotes luminal breast cancer progression through c-Myc-driven glycolysis. J Mol Cell Biol. 2023;14(10):mjac068. doi:10.1093/jmcb/mjac068

131. Cai R, Tressler CM, Cheng M, et al. Primary breast tumor induced extracellular matrix remodeling in premetastatic lungs. Sci Rep. 2023;13(1):18566. doi:10.1038/s41598-023-45832-7

132. Tian T, Gong Z, Wang M, et al. Identification of long non-coding RNA signatures in triple-negative breast cancer. Cancer Cell Int. 2018;18:103. doi:10.1186/s12935-018-0598-8

133. Li W, Liu J, Zhang B, Bie Q, Qian H, Xu W. Transcriptome Analysis Reveals Key Genes and Pathways Associated with Metastasis in Breast Cancer. Onco Targets Ther. 2020;13:323–335. doi:10.2147/ott.S226770

134. Chou CW, Huang YM, Chang YJ, Huang CY, Hung CS. Identified the novel resistant biomarkers for taxane-based therapy for triple-negative breast cancer. Int J Med Sci. 2021;18(12):2521–2531. doi:10.7150/ijms.59177

135. Conklin MW, Eickhoff JC, Riching KM, et al. Aligned collagen is a prognostic signature for survival in human breast carcinoma. Am J Pathol. 2011;178(3):1221–1232. doi:10.1016/j.ajpath.2010.11.076

136. Netti PA, Berk DA, Swartz MA, Grodzinsky AJ, Jain RK. Role of extracellular matrix assembly in interstitial transport in solid tumors. Cancer Res. 2000;60(9):2497–2503.

137. Slocum E, Germain D. Collagen and PAPP-A in the Etiology of Postpartum Breast Cancer. Horm Cancer. 2019;10(4–6):137–144. doi:10.1007/s12672-019-00368-z

138. Slocum E, Craig A, Villanueva A, Germain D. Parity predisposes breasts to the oncogenic action of PAPP-A and activation of the collagen receptor DDR2. Breast Cancer Res. 2019;21(1):56. doi:10.1186/s13058-019-1142-z

139. Halsted KC, Bowen KB, Bond L, et al. Collagen alpha1(XI) in normal and malignant breast tissue. Mod Pathol. 2008;21(10):1246–1254. doi:10.1038/modpathol.2008.129

140. Keller CR, Ruud KF, Martinez SR, Li W. Identification of the Collagen Types Essential for Mammalian Breast Acinar Structures. Gels. 2022;8(12):837. doi:10.3390/gels8120837

141. Iyengar P, Espina V, Williams TW, et al. Adipocyte-derived collagen VI affects early mammary tumor progression in vivo, demonstrating a critical interaction in the tumor/stroma microenvironment. J Clin Invest. 2005;115(5):1163–1176. doi:10.1172/jci23424

142. Park J, Morley TS, Scherer PE. Inhibition of endotrophin, a cleavage product of collagen VI, confers cisplatin sensitivity to tumours. EMBO Mol Med. 2013;5(6):935–948

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