Abstract
Hepsin, a type II transmembrane serine protease, is commonly overexpressed in prostate and breast cancer. The hepsin protein is stabilized by the Ras‐MAPK pathway, and, downstream, this protease regulates the degradation of extracellular matrix components and activates growth factor pathways, such as the hepatocyte growth factor (HGF) and transforming growth factor beta (TGFβ) pathway. However, how exactly active hepsin promotes cell proliferation machinery to sustain tumor growth is not fully understood. Here, we show that genetic deletion of the gene encoding hepsin (Hpn) in a WAP‐Myc model of aggressive MYC‐driven breast cancer inhibits tumor growth in the primary syngrafted sites and the growth of disseminated tumors in the lungs. The suppression of tumor growth upon loss of hepsin was accompanied by downregulation of TGFβ and EGFR signaling together with a reduction in epidermal growth factor receptor (EGFR) protein levels. We further demonstrate in 3D cultures of patient‐derived breast cancer explants that both basal TGFβ signaling and EGFR protein expression are inhibited by neutralizing antibodies or small‐molecule inhibitors of hepsin. The study demonstrates a role for hepsin as a regulator of cell proliferation and tumor growth through TGFβ and EGFR pathways, warranting consideration of hepsin as a potential indirect upstream target for therapeutic inhibition of TGFβ and EGFR pathways in cancer.
Keywords: breast cancer, EGFR, HPN, mouse cancer model, patient‐derived explant culture model, TGFβ
Serine protease hepsin, which is commonly overexpressed in prostate, ovarian, and breast cancers, promotes cancer progression with yet unclear mechanisms. We show with breast cancer patient‐derived explant cultures (PDECs), Myc‐driven mouse mammary tumors, and cell culture models that ablation of hepsin activity inhibits tumor growth and cell proliferation through loss of TGFβ and EGFR signaling in breast cancer context.

Abbreviations
- BRB‐seq
Bulk RNA barcoding and sequencing
- cDNA
complementary DNA
- DAB
3,3′‐diaminobenzidine
- Dox
doxycycline
- ECM
extracellular matrix
- EGFR
epithelial growth factor receptor
- GSEA
gene signature enrichment analysis
- HGF
hepatocyte growth factor
- IHC
immunohistochemical staining
- KO
knockout
- MAPK
mitogen‐activated protein kinase
- MCF10A‐HT cells
MCF10A‐pIND20‐HPN pL6‐TGFβ1V5 cells
- MCF10A‐pIND20‐HPN cells
MCF10A cells engineered to express doxycycline (dox)‐inducible hepsin
- MSP
macrophage stimulating protein
- ORF
open reading frame
- PDEC
patient‐derived explant culture
- PDGF
platelet‐derived growth factor
- TGFβ
transforming growth factor beta
- TTSP
type II transmembrane serine protease
- WT
wild‐type
1. Introduction
Hepsin, a member of the Type II Transmembrane Serine Proteases (TTSPs) family, is frequently overexpressed in the prostate [1], ovarian [2], and breast cancer [3, 4]. Functions of this protease include regulation of epithelial integrity [3, 4, 5] and proteolytic activation of hepatocyte growth factor (HGF) and macrophage stimulating protein (MSP) [6, 7]. We recently demonstrated that hepsin regulates transforming growth factor β (TGFβ) signaling in the murine mammary gland and breast cancer models through a release of latent TGFβ from extracellular matrix (ECM) storage [8]. In models of breast cancer, hepsin is required for oncogenic Ras‐mediated loss of epithelial integrity and tumor progression [4]. Furthermore, in prostate cancer models, hepsin overexpression promotes metastatic dissemination without notably affecting primary tumor growth [1, 9]. Moreover, in WAP‐Myc model of aggressive MYC‐driven breast cancer, an inducible hepsin overexpression decreases tumor latency concomitantly with loss of epithelial integrity [3]. Taken together, the current data suggest a critical role for hepsin in mediating tumor progression but it is unclear whether hepsin acts primarily to invasive and metastatic processes through breakdown or modulation of the extracellular matrix or whether the overexpression of hepsin also directly promotes tumor cell proliferation through activation of growth‐promoting signaling pathways. New insight into these open questions would allow more definitive assessment of the potential of hepsin as a target for anticancer drug development.
Here, we explored the role of hepsin in cancer cell growth signaling using a syngrafted mouse model of hepsin‐deficient breast cancer, genetically engineered breast cancer cell lines, and patient‐derived breast cancer explant cultures (PDECs) exposed to specific inhibitors of hepsin. We report that hepsin promotes cell proliferation by activating the TGFβ epidermal growth factor receptor (TGFβ‐EGFR) signaling axis. In a WAP‐Myc mouse model of breast cancer, hepsin knockout reduced mammary tumor growth at the primary and metastatic sites, accompanied by downregulation of TGFβ, EGFR, and mitogen‐activated protein kinase (MAPK) signaling, whereas in the mammary tumors with inducible hepsin overexpression the same signaling pathways were upregulated. We also demonstrate that hepsin‐induced cell proliferation is coupled to TGFβ‐EGFR signaling in the 3D cultures of mammary epithelial cells. Finally, we demonstrate that a hepsin function‐blocking antibody Ab25 [10] and a hepsin small molecule inhibitor ZFH7116 [11, 12] can be used as molecular tools to downregulate TGFβ signaling and EGFR protein levels in PDECs. Thus, the type II transmembrane protease hepsin may offer an indirect yet highly accessible extracellular route to inhibit TGFβ/EGFR pathway in cancer.
2. Materials and methods
2.1. Cell lines
Cell lines were regularly tested for mycoplasma contamination and authenticated by using GenePrint 24 System kit (Promega, Cat #B1870, Madison, WI, USA) at Institute for Molecular Medicine Finland (FIMM) Genomics unit (HiLIFE infrastructures, University of Helsinki and Biocenter Finland). The MCF10A (ATCC Cat# CRL‐10317, RRID:CVCL_0598) cell line was obtained from the American Type Culture Collection and cultured as described previously [3] in MCDB 170 (US Biological, Salem, MA, USA) supplemented with 5 μg·mL−1 insulin, 70 μg·mL−1 bovine pituitary extract, 0.5 μL·mL−1 hydrocortisone, 5 ng·mL−1 EGF, 5 μg·mL−1 human transferrin, and 0.01 μm isopropretenol (all from Sigma Aldrich, St.Louis, MO, USA). The MCF10A‐based cell lines harboring the pLenti6‐TGFβ1V5 and inducible hepsin overexpression constructs were published previously [3, 8].
2.2. RNASeq from mouse and human tumor tissue samples
RNA was extracted from tumors using Precellys hard‐tissue beads and TRIzol. RNA was then DNase treated and purified using RNeasy Mini Kit from Qiagen (Germantown, MD, USA).
The Bulk RNA barcoding and sequencing (BRB‐seq) was performed as described before [13]. RNA sample (10 ng) barcoding was performed with Indexing Oligonucleotides (Integrated DNA Technologies, Coralville, IA, USA). Complementary DNA (cDNA) was prepared with RT mix containing Maxima RT buffer, 1 mm dNTPs, Maxima H‐RTase (all ThermoFisher Scientific, Waltham, MA, USA), and Template Switch Oligo (Integrated DNA Technologies). RNAse inhibitor used was RiboLock (ThermoFisher Scientific).
cDNA amplification was done with PCR using RT mix as a template, SMART PCR primer, 1× HiFi, HotStart Readymix (Kapa Biosystems, Wilmington, MA, USA). The samples were thermocycled in a T100 thermocycler (BioRad, Hercules, CA, USA). According to the manufacturer's instructions, the PCR products were pooled together in sets of 12 samples containing different Indexing Oligos and purified with 0.6× Agencourt AMPure XP beads (Beckman Coulter, Brea, CA, USA). The purified cDNA was fragmented using the Nextera kit. The reaction was performed according to the manufacturer's instructions, apart from the P5 SMART primer instead of the S5xx Nextera primer.
Qubit 2 fluorometer (Invitrogen, Carlsbad, CA, USA) was used for concentration measurements with the Qubit DNA HS Assay Kit (ThermoFisher Scientific). Library quality estimates were obtained using the LabChip GXII Touch HT (PerkinElmer, Shelton, CT, USA), with the DNA High Sensitivity Assay (PerkinElmer) and the DNA 5 K/RNA/Charge Variant Assay LabChip (PerkinElmer). Sequencing was performed with Illumina NextSeq 500, with a custom primer producing read 1 of 20 bp and read 2 (paired‐end) of 50 bp (Sequencing was performed at the Functional Genomics Unit of the University of Helsinki, Finland).
Oligonucleotide sequences: SMART PCR primer: AAGCAGTGGTATCAACGCAGAGT P5 SMART primer: AATGATACGGCGACCACCGAGATCTACACGCCTGTCCGCGGAAGCAGTGGTATCAACGCAGAGT*A*C TSO: AAGCAGTGGTATCAACGCAGAGTGAATrGrGrG Sequencing read 1: GCCTGTCCGCGGAAGCAGTGGTATCAACGCAGAGTAC.
Analysis of the data was performed using gsea 4.1.0 [14]. Clustering of the gene sets was analyzed and illustrated using cytoscape [15].
2.3. qRT‐PCR
After the RNA isolation from tumors (described above), cDNA synthesis was performed using iScript™ Reverse Transcription Supermix following manufacturer's instructions (Bio‐Rad, #1708840). Primer sequences for mouse Egfr were obtained from PrimerBank (ID: 10880776a1). DNA oligo primers were purchased from Sigma‐Aldrich/Merck (Darmstadt, Germany). For measuring Egfr mRNA levels, the qPCR was performed with iQ™ SYBR Green Supermix according to instructions of the manufacturer (Bio‐Rad, #1708882) in a CFX Duet Real‐Time PCR System (Bio‐Rad). The reaction conditions were as follows – initial denaturation: 95 °C, 3 min and denaturation and annealing (40 cycles): 95 °C, 10 s; 61 °C, 30 s, 72 °C (single), 10 s. Relative mRNA levels of Egfr were obtained by comparing PCR cycles to Gapdh using the ΔΔC T method and normalizing the samples to control genotype. Negative controls (H2O and negative reverse transcriptase control) were included in the assay and all samples were tested in three technical replicates.
2.4. 3D cell and PDEC culture experiments
MCF10A growth experiments were performed in Cultrex RGF Basement Membrane Extract, Type 2 (R&D Systems, 3533‐005‐02, Minneapolis, MN, USA) 3D matrix and serum‐free media as described in [3, 8]. Human tumor samples were obtained from elective breast cancer surgeries between May 2019 and May 2020 at the Helsinki University Central Hospital (Ethical permit: 243/13/03/02/2013/TMK02 157 and HUS/2697/2019 approved by the Helsinki University Hospital Ethical Committee). The procedure for Patient Derived Explant Cultures (PDECs) starts from primary breast tumors that come fresh from the elective breast cancer surgeries. Isolated tumor samples are incubated overnight in collagenase A (1 mg·mL−1; Sigma) containing the MammoCult media (StemCell technologies, Vancouver, Canada) with gentle shaking (130 r.p.m.) at +37 °C. The resulting explants are collected via centrifugation at 353 rcf for 3 min and washed once with the culture medium. The size of the tumor fragments varies in size (diameter between 20 and 250 μm). The procedures for preparing explant cultures have been described in detail elsewhere [16, 17, 18]. In brief, 10 μL of explants was mixed with 40 μL per well of Cultrex on an 8‐well chamber slide. 0.5 mL of Mammocult media was added per 8‐chamber slide well after the matrix was solidified. The 0.1% DMSO was used as a control, and 5 μm Ab25 was added to the cultures for 48 h.
The patients participated to this study by signing a written consent form designed according to Declaration of Helsinki and the study methodologies conformed to the standards set by the Declaration of Helsinki.
2.5. Antibodies and inhibitors
The inhibitors used in this study were K02288 (Selleckchem, S7359, Houston, TX, USA), Galunisertib/LY2157299 (Selleckchem, S2230), RepSox (Sigma‐Aldrich/Merck, R0158), A‐83‐01 (MedChem Express, HY‐10432, Monmouth Junction, NJ, USA), Erlotinib (EGFRi, Selleckchem, S1023), and human ALK1 inhibitory antibody (R&D Systems, MAB3701). The hepsin inhibitory antibody (Ab25) was a kind gift from Dr. Kirchhofer, Genentech [10]. ZFH7116 provided by Dr. Janetka [12]. The antibodies used in this study were Anti‐sheep HRP (Upstate cell signaling solutions, #12‐342), anti‐rabbit HRP (Millipore, AP132P, Burlington, MA, USA), anti‐hepsin (R&D Systems, AF4776), anti‐GAPDH (CST#2118S), anti‐β‐tubulin (Abcam, ab6046, Cambridge, UK), anti‐pEGFR Y1068 (Abcam, ab40815), anti‐EGFR (Abcam, ab32077), anti‐pSmad2/3 (CST#8828), anti‐Smad2/3 (CST#8685), anti‐Smad2 (CST#5339), anti‐pH3 (Santa Cruz, sc‐8656, Dallas, TX, USA), total‐H3 (CST#9715), anti‐V5 (Invitrogen, #R96025), anti‐Ki67 (Abcam, ab15580), anti‐cleaved caspase 3 (CST#9661), anti‐F‐actin (phalloidin staining) (Thermo Fisher Scientific, A22283), anti‐pSmad1/5 (CST#9516) and anti‐ALK‐1 (R&D Systems, AF370).
2.6. Animal models and experiments
The FVB mice were originally obtained from Janvier‐Labs and all mice used for the experiments at the Laboratory Animal Center, HiLIFE, University of Helsinki and Biocenter Finland, were housed in individually ventilated cages under the optimal conditions of temperature and humidity. The experiments were conducted according to 3R principles, and animal welfare was regularly monitored.
The Experiments were approved by Experimental animals The National Animal Ethics Committee of Finland (ESAVI/3678/04.10.07/2016).
The Hpn KO strain (FVB‐Hpn em1JKle) was generated in‐house by CRISPR‐CAS9 technique as described in [8]. For experiments, 8–10 weeks old WAP‐Myc mice (FVB.Cg‐Tg(WapMyc)212Bri/J from Jackson laboratory) were crossed with Hpn KO mice. The resulting WAP‐Myc; Hpn KO female mice were exposed to two pregnancies to activate WAP promoter, and consequently Myc driven tumor growth. The tumor latency for WAP‐Myc;Hpn KO tumors was approximately similar to WAP‐Myc WT tumors (about 6‐months from the birth with two pregnancies). The syngrafting experiments were performed essentially as described in [19]. In short, tumor cells were isolated from single female mice carrying WAP‐Myc WT or WAP‐Myc;Hpn KO tumors and stored frozen in –140 °C. To generate tumor syngrafted cohorts, cells derived from the tumors were thawed day before transplantation as floating culture and their viability was controlled by Trypan Blue before transplantation. The tumor cells were syngrafted orthotopically as single cells to the cleared mammary fat pads of virgin 5‐week‐old female FVB WT recipient mice; 0.1 million cells per each gland. Cells were transplanted bilaterally to the glands number 4 and 5 of each recipient mice. Recipient mice did not undergo any pregnancies and the final mouse in the experiment was sacrificed less that hundred days after the initial transplantation. The mice with doxycycline‐inducible hepsin have been previously described in [3, 8]. In short, to generate WAP‐Myc syngraft tumors with doxycycline‐inducible hepsin, we lentivirally transduced pIND21‐HPN construct, which contains hepsin ORF under a doxycycline regulated promoter, into isolated WAP‐Myc mammary epithelial cells at MOI 10. To generate cohorts of mice, the transduced cells were injected into the cleared fat pads of 3‐week‐old female FVB recipient mice (100 000 transduced cells per gland). To activate hepsin overexpression 3 days after the transplantation, the mice started to receive doxycycline in their drinking water (also containing 5% sucrose) and the control mice received sucrose water only. WAP‐Myc was activated and tumorigenesis initiated at week 8 by two sequential pregnancies in the fat pad‐transplanted female mice. The mice were killed when the tumor diameter reached 1 cm.
Ex vivo treatment WAP‐Myc tumor cells was performed in growth media [20] without serum for 6 h with 0.1 or 20 ng·mL−1 TGFβ1.
2.7. Immunohistochemistry and image analysis
Tumor tissues were fixed with 4% paraformaldehyde and embedded in paraffin. The samples were cut into 5 μm slices and deparaffinized. The heat‐induced antigen retrieval was performed in the microwave for anti‐Ki67 and in the oven (+60 °C) for anti‐cleaved caspase 3. Antigen retrieval was performed with a citrate buffer solution (Dako). Histochemical stainings were carried out using standard techniques for IHC. Digital images from IHC‐stained sections were obtained with a Leica DM LB microscope with digital camera. The digital images were transported to ImageJ (2.0.0‐rc‐69/1.52n) where Color deconvolution tool was used to separate hematoxylin and 3,3′‐diaminobenzidine (DAB) channels. These separate figures were then thresholded and Analyze particles tool was used to obtained the total area of hematoxylin positive cells and DAB (Ki67 or cleaved caspase 3) positive cells on each image of a tumor section.
2.8. Immunoblot analysis
Immunoblot analysis was performed as described previously [8]. In short, all lysates for immunoblot analysis were prepared by lysing cells in PBS‐1%TritonX‐100 buffer supplemented with Protease Inhibitor Cocktail and Phosphatase inhibitor (Roche, Basel, Switzerland). After that, the resulting suspension was incubated on ice for 10 min, centrifuged, and the supernatant collected. Tissue lysates were made in the mentioned lysis buffer using Precellys 24 tissue homogenizer (Bertin instruments) and the Precellys kit (#KT03961‐1‐003.2). Proteins were separated on gradient SDS gels (BioRad) and transferred to nitrocellulose membranes (BioRad #1704158). Transfer quality was evaluated with Ponceau staining (Sigma, #P7170). Immunoblots were quantitated using image j (Bethesda, MD, USA). Statistical significance was determined via a one‐sided t‐test, unless specified otherwise in the figure legends.
3. Results
3.1. Genetic deletion of Hpn reduces MYC‐driven mouse mammary tumor growth in the mammary fat pad and lung metastases
To determine the role of hepsin in mouse mammary tumorigenesis and metastasis, we used the WAP‐Myc syngeneic mouse tumor model [3, 17, 19, 21]. We syngrafted WAP‐Myc mammary tumor cells with Hpn wild‐type (Hpn WT) or Hpn knockout (Hpn KO) background into mammary fat pads of WT recipient mice (Fig. 1A). The overall survival of the Hpn KO tumor bearing mice was not significantly altered (Fig. S1A), however, the primary Hpn KO mammary tumors displayed significantly reduced growth for about one month after the transplantation and a trend for slower growth over the 2 months follow‐up period (Fig. 1B and Fig. S1B). While the endogenous WAP‐Myc tumors rarely metastasize [20], the syngrafted WAP‐Myc tumors can metastasize to the lungs [19]. In our experiments, most of the syngrafted mice developed metastatic nodules in the lungs at the time of sacrifice. The frequency of metastasis was similar for both the Hpn WT and the Hpn KO group; 6 out of 9 syngrafted mice formed metastasis. We did observe a trend towards a reduced incidence of metastases in the Hpn KO, although the results were not powered by statistical analyses (Fig. S1C). However, the Hpn KO metastatic tumors were clearly smaller in size when compared to WT ones (Fig. 1C and Fig. S1D). Next, we investigated the basic mechanisms behind the decreased size of Hpn KO tumors. We assessed cell proliferation by immunohistochemical (IHC) staining with Ki67 in primary tumor sections and found that the KO sections had significantly less Ki67 positive cells per tumor diameter (Fig. 1D). To investigate cell death, we did IHC staining with cleaved caspase 3 antibody in tumor sections and discovered that there is an increased staining for this apoptosis marker in KO sections (Fig. 1E). Furthermore, we observed by western blot analysis that there was a trend towards increased level of cleaved caspase 3 protein and hematoxylin and eosin staining pointed towards increased necrosis in the KO tumors as well (Fig. S1E,F). Therefore, both decreased proliferation and increased cell death possibly together contribute to reduced size of Hpn KO tumors in this mouse tumor model. Together, these data demonstrate that hepsin is necessary for a full potential of MYC to drive tumor growth in the primary site of transplantation (fat pad) and the growth of the metastases in the lungs.
Fig. 1.

Loss of hepsin reduced primary and metastatic mouse mammary tumor growth. (A) Schematic representation of the orthotopic transplantation of wild‐type WAP‐Myc tumor cells (WAP‐Myc, Hpn WT; black) and hepsin knockout WAP‐Myc tumor cells (WAP‐Myc, Hpn KO; red) into WT recipients. In all experiments, both left and right flanks injected with tumor cells. (B) Growth curves of Hpn WT (N = 16) and Hpn KO (N = 14) WAP‐Myc tumors in Hpn WT recipient mice. Tumor volumes are presented as averages (mean ± SEM) per group, the timeline specifying days after the transplantation. Statistical significance from student's t‐test, * denotes P < 0.05. (C) Representative photographs of lungs from Hpn WT and Hpn KO groups with metastatic tumor nodules indicated by black circles. The scale bar is 3 mm. The graph (on the right) shows the volume of single metastatic lung tumors (mean ± SD, N = 20 for Hpn WT and N = 5 for Hpn KO). One outlier from each group was removed following the Iglewicz and Hoaglin's robust test for multiple outliers (two‐sided test; Outlier criterion: Modified Z score ≥ 3.5). Statistical significance analyzed by a student's t‐test. The raw data without exclusion of the outliers is shown in Fig. S1D. (D) Representative images with magnified inserts of Hpn WT and Hpn KO WAP‐Myc FFPE tumor sections with IHC staining (brown) for cleaved caspase 3 (c‐Casp3). The graph on the right, shows quantitation of Ki67+ cell area as proportion of total cell area (nuclei) in the sections (hematoxylin counter staining, WT N = 9 and KO N = 8, mean ± SEM). The graph shows the proportion of Ki67+ cell area to whole tumor diameter (mm) when the mice were sacrificed (WT N = 8 and KO N = 5, mean ± SEM). (E) Representative images of Hpn WT (N = 8) and Hpn KO WAP‐Myc (N = 8) FFPE tumor sections with IHC staining (brown) for cleaved caspase 3 (c‐Casp3). The graph shows quantitation of c‐Casp3+ area as a proportion of total cell area (nuclei) in the sections (mean ± SEM, field of view, hematoxylin counter staining). One outlier in (D) and one outlier in (E) were removed by using a ROUT (Q = 1%) test and the statistical significance was tested with Welch's corrected unpaired t‐test. ns, not significant.
3.2. Hepsin promotes MEK, EGFR, and TGFβ pathway signaling in WAP‐Myc mammary tumors
To identify molecular pathways that could explain the reduced growth of the hepsin knockout tumors, we analyzed the transcriptomes of Hpn WT and Hpn KO primary WAP‐Myc tumors (Fig. 1B). Gene Signature Enrichment Analysis (GSEA) revealed specific downregulation of several cell growth pathway associated signatures in Hpn KO tumors, most notably the EGFR and MEK (MAPKK) pathways (Fig. 2A–C and Fig. S2A). Consistent with our previous findings [8], we also observed downregulation of TGFβ signaling in Hpn KO tumors (Fig. 2D). In immunoblot analysis, both phosphorylated‐EGFR (pY1068) and total‐EGFR levels were reduced in Hpn KO tumors (Fig. 2E,F). Furthermore, also the EGFR mRNA levels were downregulated in Hpn KO tumors as compared to Hpn WT tumors (Fig. 2G), suggesting a transcriptional component in EGFR downmodulation. We next asked if an ectopic induction of hepsin could promote the activity of MAPK, EGFR, and TGFβ pathways. To address the question, we analyzed transcriptomic data corresponding to WAP‐Myc transgene driven mammary tumors with or without doxycycline‐induced hepsin ([8]; GEO dataset GSE164510). We previously showed that overexpression of hepsin in WAP‐Myc transgene mouse model upregulated TGFβ pathway [8]. Strikingly, induction of hepsin in WAP‐Myc tumors led to a clear enrichment of the gene expression signatures corresponding to MAPK, EGFR, and in addition to previously observed TGFβ pathway signaling (Fig. 2H–J and Fig. S2B). Taken together, these data demonstrate that hepsin strongly regulates TGFβ, MAPK, and EGFR signaling pathways in context of MYC‐driven mammary tumorigenesis.
Fig. 2.

Hepsin regulates TGFβ, MAPK, and EGFR pathway signaling in the WAP‐Myc tumor model. (A) Selected gene signatures downregulated by loss of hepsin in WAP‐Myc driven tumors. The size of the nodes indicates the number of genes within a signature. The blue color indicates the downregulation induced by hepsin knockout. (B–D) Gene set enrichment analysis (GSEA) corresponding to MEK_UP.V1_DN (MAPK kinase), EGFR_UP.V1_UP (Epidermal Growth Factor receptor) and REACTOME_TRANSCRIPTIONAL_ACTIVITY OF_SMAD2_SMAD3_SMAD4_HETEROTRIMER.grp (Transforming growth factor beta signaling) molecular signatures (NES‐normalized enrichment score, FDRq‐false discovery rate corrected significance). (E) Western blot analysis of Hpn WT (N = 11 tumors) and Hpn KO (N = 9 tumors) WAP‐Myc mammary tumor lysates for phosphorylated‐EGFR (pEGFR, pY1068) and total‐EGFR (tEGFR) with β‐tubulin as a loading control. Each lane represents one tumor. (F) Graph showing quantification of the western blot shown in (E). Total‐EGFR band density normalized to the β‐tubulin loading control represented as mean ± SD. Statistical significance was tested using the student's t‐test. (G) RNAseq‐derived EGFR mRNA levels (on the left), normalized to housekeeping gene Pum1, and qRT‐PCR‐derived normalized EGFR mRNA levels (on the right) in Hpn WT (N = 5 tumors) and Hpn KO (N = 5 tumors) groups. Data are presented as mean ± SD on the left and, on the right, as mean ± SEM. Statistical significance was tested using the student's t‐test and Welch's corrected unpaired t‐test. (H–J) GSEA of public data (published in ref. [8]; GEO dataset GSE164510), comparing mammary tumors overexpressing hepsin (N = 5; DOX+) to control tumors (N = 5; DOX−). The size of the nodes indicates the number of genes within a node. The red color indicates the upregulation induced by hepsin overexpression. (I, J) GSEAs corresponding to MEK_UP.V1_UP and EGFR_UP.V1_UP molecular signatures (details in H–J above).
3.3. Hepsin regulates EGFR‐MAPK signaling and proliferation in a TGFβ dependent manner
Earlier studies have shown evidence that TGFβ pathway signaling promotes upregulation of total‐EGFR (tEGFR) in certain cancers, including breast cancer [22, 23, 24]. Furthermore, our earlier study reveals that hepsin regulates TGFβ signaling via fibronectin proteolysis [8]. Since the gene signatures for both TGFβ pathway and EGFR were enriched in WAP‐Myc tumors followed by induction of hepsin, and hepsin can activate TGFβ signaling, we asked if hepsin might use TGFβ pathway for activation of EGFR. Consistent with the earlier findings, we observed that engineered overexpression of TGFβ1 in mammary epithelial MCF10A cells (Fig. 3A, P < 0.05) or addition of recombinant TGFβ1 to WAP‐Myc cells (Fig. S3A, trend) enhanced the total EGFR (tEGFR) levels in these cells.
Fig. 3.

Hepsin regulates EGFR signaling in a TGFβ‐dependent manner. (A) Western blot comparison of total‐EGFR (tEGFR) levels in control MCF10A pL6‐Ctrl (N = 3) and MCF10A pL6‐TGFβ1V5, V5‐tagged TGFβ1 overexpressing cells (N = 3), which secrete around 80–100 pg·mL−1 of TGFβ1. Data are presented as mean ± SD. Significance was tested using the student's t‐test. (B) Western blot analysis of tEGFR in control doxycycline‐ (DOX−) (N = 3) and hepsin overexpressing (DOX+; N = 3) MCF10A‐ pIND20‐HPN pL6‐ TGFβ1V5 cells. Data are presented as mean ± SD. Significance was tested with the student's t‐test. (C) Western blot analysis of tEGFR, phospho‐SMAD2/3 (pSMAD2/3), and total‐SMAD2 (tSMAD2) in MCF10A‐pIND20‐HPN pL6‐TGFβ1V5 cells. The cells were treated with ALK5 inhibitor (i) (10 μm RepSox, N = 4) and ALK4/5/7 inhibitor (5 μm A‐83‐01, N = 3) or DMSO (control, N = 4) for 48 h with (DOX+; 1 μg·mL−1) or without (DOX−, control) hepsin overexpression (the numbers below the tEGFR blot indicate loading normalized values for tEGFR band intensity fold leftmost control lane). The histogram data are presented as mean ± SD. Significance was tested using unpaired t‐test. (D) Western blot analysis of phospho‐EGFR (pEGFR), tEGFR, total‐MAPK (tMAPK) and phospho‐MAPK (pMAPK), and vinculin (loading control) in MCF10A‐pIND20‐HPN pL6‐TGFβ1V5 cells. The cells were treated with the ALK1/2/3/6 inhibitor (i) (10 μm K02288), EGFR inhibitor (i) (10 μm Erlotinib), and DMSO (control) for 48 h. Data are presented as mean ± SD. Significance was tested with the student's t‐test (N = 3). (E) Phase‐contrast microscopy images of MCF10A‐pIND20‐HPN cells and MCF10A‐pIND20‐HPN pL6‐TGFβ1V5 (overexpressing TGFβ1) cells grown in 3D culture for 2 weeks with (DOX+; 1 μg·mL−1) or without (DOX−) induction of hepsin overexpression. Cells were treated with 10 μm EGFR or ALK1/2/3/6 inhibitor for 2 weeks as indicated in the figure. Scale bar represents 100 μm. (F) Phase‐contrast microscopy images of MCF10A‐pIND20‐HPN pL6‐TGFβ1V5 cells grown in 3D culture for 2 weeks in the presence of ALK1 inhibitory antibody (25 μg·mL−1). Scale bar represents 50 μm. For E and F, the experiments were repeated three times, with at least 100 epithelial structures counted per group in each repeat (one dot represents one structure), and black lines denote the mean values of each group. Significance was tested using the student's t‐test. (G) Western blot analysis of the mitotic marker phospho histone H3 (pH3 S10) MCF10A‐pIND20‐HPN pL6‐TGFβ1V5 cell line grown in 3D culture in the presence of the EGFRi (1 μm, 24 h) or DMSO. The quantification of blots of three independent experiments is shown in the graph (on the right), where the black lines denote the mean of each group. Significance was tested using the student's t‐test. ns, not significant.
Next we asked if hepsin upregulates tEGFR levels in MCF10A cells engineered to express doxycycline (dox)‐inducible hepsin (MCF10A‐pIND20‐HPN cells) [8]. The experiments were performed in serum‐free conditions to mitigate the impact of endogenous TGFβ and other serum growth factors [25, 26, 27]. We found that hepsin specifically upregulates tEGFR levels in TGFβ1 expressing MCF10A cells (MCF10A‐pIND20‐HPN pL6‐TGFβ1V5, from here on MCF10A‐HT) (Fig. 3B). However, hepsin failed to induce tEGFR in the parental MCF10A cells not expressing TGFβ1 (Fig. S3B). Thus, the data suggest that hepsin requires TGFβ for upregulation of total‐EGFR.
To explore TGFβ1 downstream signaling mechanisms important for upregulation of tEGFR on a pathway triggered by hepsin, we included in the assays specific inhibitors for canonical and alternative TGF‐β signaling cascades. TGF‐β binds to specific receptors, TGFβR2 and TGFβR1 (ALK5), to initiate canonical Smad2/3 signaling. Alternatively, TGF‐β can bind to, for example, TGFβR2/ALK5—TGFβR2/ALK1/2 complexes to activate Smad1/5/8 signaling [28]. First, we observed that inhibition of ALK5 with a panel of inhibitors (Galunisertib/ALK5i, RepSox/ALK5i, A‐83‐01/ALK4/5/7i) completely abolished hepsin‐induced upregulation of tEGFR in MCF10A‐HT cells. However, we observed that ALK5 inhibition also upregulated tEGFR on its own in MCF10A cells (Fig. 3C and Fig. S3C), through a mechanism that was not studied further. Furthermore, we observed that also inhibition of ALK1/2/3/6 blocked hepsin‐mediated upregulation of tEGFR (Fig. 3D). The ALK1/2/3/6 inhibitor did not have any observable effects on the tEGFR levels on its own. The ALK1/2/3/6 inhibitor also suppressed phospho‐EGFR and phospho‐MAPK levels, indicating that these growth and proliferation pathways were activated by hepsin through TGFβ pathways (Fig. 3D). Both ALK1 protein and phospho‐Smad1/5 were expressed in the mammary epithelial MCF10A cells (Fig. S3D,E). We observed that constitutive TGFβ expression establishes lower p‐SMAD1/5 status than observed in the parental MCF10A cells. While this may be consistent with the idea of dynamic regulation of phospho‐Smad1/5 by TGFβ [29], the functional consequencs of this downmodulation for hepsin/TGB‐beta signaling remains to be studied.
Next, we determined the growth‐promoting roles of TGFβ and EGFR signaling downstream of hepsin by exploring the growth patterns of our genetically engineered MCF10A‐HT cells in 3D culture. Dox‐induced hepsin increased the growth of the MCF10A‐HT epithelial structures but not the parental cells devoid of TGFβ overexpression (Fig. 3E), suggesting that the growth‐promoting function of hepsin involves TGFβ. The dox‐induced hepsin failed to promote growth of the structures or increase mitosis marker phosphohistone 3 (pH3) in the presence of a hepsin function blocking antibody (Ab25), which corroborates the role of proteolytically active hepsin in mediating the enhanced proliferation (Fig. S3F,G). Treatment of TGFβ and hepsin overexpressing MCF10A structures with a small molecule ALK1/2/3/6 or EGFR inhibitor prevented their growth (Fig. 3E). In addition, an ALK1 function‐blocking antibody specifically prevented the hepsin‐dependent increase in the growth of MCF10A structures (Fig. 3F), suggesting a role for both that ALK1 and EGFR in the pro‐growth activity of hepsin.
Finally, we confirmed the role of EGFR signaling in the growth of MCF10A structures. A high EGFR inhibitor concentration completely abrogated the spheroid growth in the long‐term cultures (Fig. 3E). To more specifically address the role of hepsin‐dependent EGFR mediated growth signaling, we used a lower concentration (1 μm) and a shorter treatment period (24 h) for the EGFR inhibitor erlotinib. In short‐term assays with pH3 as a marker for mitotic activity, erlotinib specifically inhibited the hepsin‐dependent increase in the frequency of pH3 positive cells (Fig. 3G). Together, these findings are consistent with a functional importance of the TGFβ/ALK5/ALK1‐EGFR signaling axis in mediating the proliferation promoting effects of hepsin in mammary epithelial cells.
3.4. Hepsin inhibitors downregulate EGFR and TGFβ signaling in the breast cancer patient‐derived explant cultures (PDECs)
Next, we tested whether hepsin might regulate the TGFβ‐EGFR pathway in context of authentic human breast cancer tissue. For these experiments, we used patient‐derived explant culture (PDEC) system, which has been recently developed in our laboratory [16, 17, 18]. Briefly, PDECs are small, intact breast cancer fragments that preserve the tumor micro‐environment and can be cultured ex vivo for weeks in specific 3D matrices.
To test the role of hepsin in promotion of the TGFβ‐EGFR pathway in human cancer, we treated PDECs (Fig. S4A) derived from six different breast tumors with control (PBS) or with hepsin inhibitory antibody Ab25 for 48 h, after which RNA sequencing was performed (Fig. 4A). Gene Set Enrichment Analysis (GSEA) revealed that Ab25 treatment downregulates gene signatures corresponding to TGFβ and EGFR signaling (Fig. 4B and Fig. S4B). We also observed enrichment in signatures corresponding to MAPK pathway inhibition and proliferation (Fig. 4B and Fig. S4C,D), consistent with the data obtained in mouse mammary tumors (Fig. 1). The whole analysis is shown in Fig. S4C as a Cytoscape network representation, in which each node is divided into six sectors, each representing the score for PDECs from an individual patient. Figure 4C–F show signatures significantly downregulated by Ab25 (enriched in control). The results indicate that hepsin regulates TGFβ, MAPK, and EGFR signaling and cell proliferation in some but not necessarily all human breast tumors.
Fig. 4.

Hepsin targeting drugs inhibit TGFβ and EGFR signaling in human tumors. (A) Schematic depiction of the human patient‐derived explant culture (PDEC) treatment experiment with the hepsin inhibitor antibody Ab25. (B) Selected gene signatures of pathways that are up‐ or downregulated by Ab25 on mRNA level in PDECs. Each circle represents a gene signature. The blue color indicates the downregulation of the signature, and the red color indicates the upregulation. The size of nodes correlates with gene set size. (C–F) Gene set enrichment analysis (GSEA) plots show the downregulation of MEK, EGFR, TGFβ, and G2M pathways by the Ab25 treatment (NES‐ normalized enrichment score, FDRq‐ false discovery rate corrected significance). (G) Western blot analysis of total‐EGFR (tEGFR) levels in Ab25 treated PDECs compared to PBS (control) treated ones. The graph represents the quantitation of individual treatment experiments where T1 to T7 denoted PDECs from different patients (N = 7). The results are normalized to GAPDH and presented as fold change to PBS treated control. (H) Western blot analysis of tEGFR levels in hepsin small molecule inhibitor‐treated (ZFH7116) PDECs from three different patients. Significance was tested using the student's t‐test. Breast cancer subtypes are indicated in G and H. Data are presented as mean ± SD.
To further investigate and confirm the hepsin‐mediated regulation of EGFR in ex vivo human breast cancer cultures, we examined the EGFR protein levels in control and Ab25‐treated PDECs derived from an additional seven patients and found Ab25‐mediated EGFR downregulation in 5 out of 7 tumors (Fig. 4G). The role of hepsin in regulating EGFR protein levels was confirmed using a small‐molecule hepsin inhibitor ZFH7116 [11, 12], which downregulated EGFR levels in PDECs derived from primary breast tumors of three additional patients (Fig. 4H).
Altogether, the data shown in Fig. 4 indicate that hepsin promotes TGFβ and EGFR signaling, and upregulation of EGFR protein levels in authentic human breast tumor samples. These findings suggest hepsin as an important upstream activator of TGFβ and EGFR signaling and a possible new target for therapeutic strategies aiming to intervene these key pro‐tumorigenic signaling pathways in human cancer.
4. Discussion
The TGFβ pathway is a well‐established driver of such oncogenic phenomena as resistance to therapies [30] and immune evasion [31, 32, 33], making it an attractive target for breast cancer therapy. Proteolytic enzymes can directly activate latent‐TGFβ, but the evidence for this remains mostly limited to in vitro studies [34]. Furthermore, knockout mice for single proteases usually do not display any reduction in the TGFβ pathway activity [34]. The recent discovery of hepsin as a promoter of the TGFβ pathway in the normal mammary gland, and WAP‐Myc driven mammary tumors provides a promising new avenue for mammary‐specific pharmacological targeting of the TGFβ pathway [8].
The oncogenic role of hepsin in invasion is well established in the prostate [1, 9] and breast [3, 4] cancer, but the pathways responsible for hepsin‐driven growth [3, 35, 36] remain poorly understood.
The role of hepsin in promoting tumor growth and cell proliferation is unclear, since several conflicting reports on the effects of hepsin overexpression and inhibition on cell proliferation and tumor growth, ranging from hepsin being a suppressor of proliferation [37, 38, 39, 40] to promoter of proliferation [35, 36, 41]. Other studies report that hepsin overexpression drives invasion and metastasis without affecting tumor growth or cancer cell proliferation [1, 9]. Here we attempt to consolidate the contradictory reports based on the recently published link between hepsin and the TGFβ pathway.
Here, we present data suggeting that hepsin promotes primary and metastatic tumor growth and cell proliferation via the activation of the TGFβ and EGFR signaling pathways. However, the ability of hepsin to promote proliferation required simultaneous high expression level of TGFβ1 in the cells. The regulation of the TGFβ pathway by hepsin is interesting since this signaling pathway provides a possible explanation for the reported dual role of hepsin as a contextual suppressor or promoter of the cell proliferation and tumor invasion, namely the context depending on the other downstream signaling inputs received by the cells. This context‐dependency of TGFβ1 signaling is exemplarily illustrated by a study with Myc transformed fibroblasts, showing that the ability of TGFβ to promote proliferation crucially depends on platelet‐derived growth factor (PDGF) as PDGF alone has no effect, TGFβ alone acts as a suppressor, but the combination promotes proliferation [42]. Therefore, it is plausible that the outcome of the hepsin driven TGFβ signaling varies depending on the model and experimental conditions.
Our results are consistent with the previous findings that report anti‐proliferative effects of hepsin overexpression [37]. We show that indeed, overexpression of hepsin in MCF10A pIND20‐HPN cells reduced spheroid formation in 3D culture (Fig. 3E). However, when the overexpression of hepsin and TGFβ were combined, hepsin acted as a promoter of proliferation. This indicates that the ability of hepsin to promote proliferation is dependent on the context provided by the overexpression of TGFβ. Further investigation of the pathways revealed that hepsin activates EGFR and its downstream signaling. In fact, earlier studies have reported the upregulation of EGFR by TGFβ and the correlation between these two factors in human tumors, which have led to a speculative notion that these effects may explain some of the pro‐tumorigenic effects of the TGFβ pathway in breast cancer [22, 24].
5. Conclusion
Our data provide both functional and correlative evidence that the proliferative effects of hepsin are indeed dependent on the hepsin‐dependent regulation of the TGFβ pathway and that EGFR signaling is a critical downstream contributor to the oncogenic signaling by hepsin. We further demonstrate that hepsin inhibiting small molecule compounds and inhibitory antibodies may be used to intervene with these signaling pathways in vitro (Fig. S3) and in the patient‐derived explant cultures, which offers translationally relevant leads to follow towards successful targeting of oncogenic serine proteases.
Conflict of interest
The authors declare no conflict of interest.
Author contributions
DB designed the study, performed the experiments, provided resources, curated data, validated, investigated, contributed to methodology and wrote the manuscript; PM designed the study, performed the experiments, provided resources, curated data, validate, investigated, contributed to methodology and wrote parts of the manuscript; SMP provided resources, curated data, validated, investigated, contributed to methodology, and wrote the original draft; JMA performed the experiments, provided resources, curated data, validated, investigated, contributed to methodology and wrote the original draft; IS curated the data, was involved in formal analysis, performed histological evaluation of tissues, contributed to methodology, and wrote the original draft. KB curated the data, was involved in formal analysis, performed histological evaluation of tissues, contributed to methodology, and wrote the original draft., DK and JJ provided resources, contributed to methodology and wrote the original draft; TK curated the data, was involved in data analysis and writing of the original manuscript; SJ validation of hypotheses, contributed to methodology, wrote the original draft. JP designed the study, curated data, and wrote the original draft; TT designed the study, performed the experiments, provided resources, curated data, validated, investigated, contributed to methodology, and wrote the manuscript; JK designed the study, provided resources, curated data, validated, investigated, contributed to methodology, and wrote the manuscript. All authors carefully reviewed the manuscript and approved the final version.
Peer review
The peer review history for this article is available at https://www.webofscience.com/api/gateway/wos/peer‐review/10.1002/1878‐0261.13545.
Supporting information
Fig. S1. Growth of primary and metastatic tumors in mice syngrafted with WT or Hpn KO WAP‐ Myc tumors.
Fig. S2. Gene set enrichment analysis (GSEA) of WT and Hpn KO mammary tumors.
Fig. S3. Total EGFR protein levels in WAP‐Myc tumor cells, and total EGFR, phospho‐SMAD1/5 and ALK1 protein levels in MCF10A‐based cell lines and the effects of Galunisertib (ALK5 inhibitor) and Ab25, a hepsin neutralizing antibody.
Fig. S4. Histological features of patient derived explant cultures (PDEC)s and Cytoscape analysis of Gene Set Enrichment Analysis (GSEA) results.
Acknowledgements
We are grateful to Biomedicum Functional Genomics Unit/Libraries (FuGU/Libraries; HelVi‐BVC), Finnish Genome Editing Center (FinGEEC), Biomedicum Virus Core Unit (BVC), Genome Biology Unit (GBU) and Biomedicum Imaging Unit (BIU), Meilahti Clinical Proteomics Core Facility, and Laboratory Animal Center (LAC) (all from HiLIFE, University of Helsinki and Biocenter Finland) for their services. We thank the Klefström laboratory personnel for discussions and critical comments on the manuscript. We thank for the technical assistance provided by M. Merisalo‐Soikkeli, K. Karjalainen, and T.Välimäki. We thank Prof. Timo Otonkoski for help with genome editing related experiments. We thank for financial support the Finnish Cancer Institute (FCI). This work was funded by grants from The Academy of Finland, Business Finland, EU H2020 RESCUER, Archimedes Foundation, Ida Montinin Foundation, Cancer Society of Finland, Finnish Cancer Organizations, Sigrid Juselius Foundation, and iCAN Digital Precision Cancer Medicine Flagship. TAT was funded by the Helsinki Institute of Life Science Infrastructures (HiLIFE) of the University of Helsinki.
Denis Belitškin and Pauliina Munne contributed equally to this article
Topi A. Tervonen and Juha Klefström are senior authors and contributed equally to this article
Data accessibility
The data that support the findings of this study are available in Figs S1–S4. The RNAseq data that support the findings of this study are openly available in NCBI's Gene Expression Omnibus and are accessible through https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE164510, GEO Series accession number GSE164510, and https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE205774, GEO Series accession number GSE205774, and https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE245265, GEO Series accession number GSE245265.
References
- 1. Klezovitch O, Chevillet J, Mirosevich J, Roberts RL, Matusik RJ, Vasioukhin V. Hepsin promotes prostate cancer progression and metastasis. Cancer Cell. 2004;6(2):185–195. [DOI] [PubMed] [Google Scholar]
- 2. Tanimoto H, Yan Y, Clarke J, Korourian S, Shigemasa K, Parmley TH, et al. Hepsin, a cell surface serine protease identified in hepatoma cells, is overexpressed in ovarian cancer. Cancer Res. 1997;57(14):2884–2887. [PubMed] [Google Scholar]
- 3. Tervonen TA, Belitškin D, Pant SM, Englund JI, Marques E, Ala‐Hongisto H, et al. Deregulated hepsin protease activity confers oncogenicity by concomitantly augmenting HGF/MET signalling and disrupting epithelial cohesion. Oncogene. 2016;35(14):1832–1846. [DOI] [PubMed] [Google Scholar]
- 4. Tervonen TA, Pant SM, Belitškin D, Englund JI, Närhi K, Haglund C, et al. Oncogenic Ras disrupts epithelial integrity by activating the transmembrane serine protease hepsin. Cancer Res. 2021;81:1513–1527. [DOI] [PubMed] [Google Scholar]
- 5. Tripathi M, Nandana S, Yamashita H, Ganesan R, Kirchhofer D, Quaranta V. Laminin‐332 is a substrate for hepsin, a protease associated with prostate cancer progression. J Biol Chem. 2008;283(45):30576–30584. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6. Herter S, Piper DE, Aaron W, Gabriele T, Cutler G, Cao P, et al. Hepatocyte growth factor is a preferred in vitro substrate for human hepsin, a membrane‐anchored serine protease implicated in prostate and ovarian cancers. Biochem J. 2005;390(Pt 1):125–136. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Ganesan R, Kolumam GA, Lin SJ, Xie MH, Santell L, Wu TD, et al. Proteolytic activation of pro‐macrophage‐stimulating protein by hepsin. Mol Cancer Res. 2011;9(9):1175–1186. [DOI] [PubMed] [Google Scholar]
- 8. Belitškin D, Pant SM, Munne P, Suleymanova I, Belitškina K, Hongisto HA, et al. Hepsin regulates TGFβ signaling via fibronectin proteolysis. EMBO Rep. 2021;22(11):e52532. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. Xuan JA, Schneider D, Toy P, Lin R, Newton A, Zhu Y, et al. Antibodies neutralizing hepsin protease activity do not impact cell growth but inhibit invasion of prostate and ovarian tumor cells in culture. Cancer Res. 2006;66(7):3611–3619. [DOI] [PubMed] [Google Scholar]
- 10. Ganesan R, Zhang Y, Landgraf KE, Lin SJ, Moran P, Kirchhofer D. An allosteric anti‐hepsin antibody derived from a constrained phage display library. Protein Eng Des Sel. 2012;25(3):127–133. [DOI] [PubMed] [Google Scholar]
- 11. Owusu BY, Thomas S, Venukadasula P, Han Z, Janetka JW, Galemmo RAJ, et al. Targeting the tumor‐promoting microenvironment in MET‐amplified NSCLC cells with a novel inhibitor of pro‐HGF activation. Oncotarget. 2017;8(38):63014–63025. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12. Damalanka VC, Voss JJLP, Mahoney MW, Primeau T, Li S, Klampfer L, et al. Macrocyclic inhibitors of HGF‐activating serine proteases overcome resistance to receptor tyrosine kinase inhibitors and block lung cancer progression. J Med Chem. 2021;64(24):18158–18174. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13. Macosko EZ, Basu A, Satija R, Nemesh J, Shekhar K, Goldman M, et al. Highly parallel genome‐wide expression profiling of individual cells using nanoliter droplets. Cell. 2015;161(5):1202–1214. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14. Subramanian A, Tamayo P, Mootha VK, Mukherjee S, Ebert BL, Gillette MA, et al. Gene set enrichment analysis: a knowledge‐based approach for interpreting genome‐wide expression profiles. Proc Natl Acad Sci USA. 2005;102(43):15545–15550. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15. Merico D, Isserlin R, Stueker O, Emili A, Bader GD. Enrichment map: a network‐based method for gene‐set enrichment visualization and interpretation. PLoS One. 2010;5(11):e13984. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16. Al‐Akhrass H, Pietilä M, Lilja J, Vesilahti EM, Anttila JM, Haikala HM, et al. Sortilin‐related receptor is a druggable therapeutic target in breast cancer. Mol Oncol. 2021;16:116–129. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17. Haikala HM, Anttila JM, Marques E, Raatikainen T, Ilander M, Hakanen H, et al. Pharmacological reactivation of MYC‐dependent apoptosis induces susceptibility to anti‐PD‐1 immunotherapy. Nat Commun. 2019;10(1):620. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18. Munne PM, Martikainen L, Räty I, Bertula K, Nonappa, Ruuska J, et al. Compressive stress‐mediated p38 activation required for ERα + phenotype in breast cancer. Nat Commun. 2021;12(1):6967. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19. Utz B, Turpin R, Lampe J, Pouwels J, Klefström J. Assessment of the WAP‐Myc mouse mammary tumor model for spontaneous metastasis. Sci Rep. 2020;10(1):18733. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20. Partanen JI, Tervonen TA, Myllynen M, Lind E, Imai M, Katajisto P, et al. Tumor suppressor function of liver kinase B1 (Lkb1) is linked to regulation of epithelial integrity. Proc Natl Acad Sci USA. 2012;109(7):E388–E397. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21. Schoenenberger CA, Andres AC, Groner B, van der Valk M, LeMeur M, Gerlinger P. Targeted c‐myc gene expression in mammary glands of transgenic mice induces mammary tumours with constitutive milk protein gene transcription. EMBO J. 1988;7(1):169–175. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22. Zhao Y, Ma J, Fan Y, Wang Z, Tian R, Ji W, et al. TGF‐β transactivates EGFR and facilitates breast cancer migration and invasion through canonical Smad3 and ERK/Sp1 signaling pathways. Mol Oncol. 2018;12(3):305–321. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23. Tsai CN, Tsai CL, Yi JS, Kao HK, Huang Y, Wang CI, et al. Activin a regulates the epidermal growth factor receptor promoter by activating the PI3K/SP1 pathway in oral squamous cell carcinoma cells. Sci Rep. 2019;9(1):5197. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. Tian M, Schiemann WP. TGF‐β stimulation of EMT programs elicits non‐genomic ER‐α activity and anti‐estrogen resistance in breast cancer cells. J Cancer Metastasis Treat. 2017;3:150–160. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Danielpour D, Kim KY, Dart LL, Watanabe S, Roberts AB, Sporn MB. Sandwich enzyme‐linked immunosorbent assays (SELISAs) quantitate and distinguish two forms of transforming growth factor‐beta (TGF‐beta 1 and TGF‐beta 2) in complex biological fluids. Growth Factors. 1989;2(1):61–71. [DOI] [PubMed] [Google Scholar]
- 26. Barnes D, Sato G. Growth of a human mammary tumour cell line in a serum‐free medium. Nature. 1979;281(5730):388–389. [DOI] [PubMed] [Google Scholar]
- 27. Murakami H, Masui H. Hormonal control of human colon carcinoma cell growth in serum‐free medium. Proc Natl Acad Sci USA. 1980;77(6):3464–3468. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28. Stuelten CH, Zhang YE. Transforming growth factor‐β: an agent of change in the tumor microenvironment. Front Cell Dev Biol. 2021;9:764727. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29. Ramachandran A, Vizán P, Das D, Chakravarty P, Vogt J, Rogers KW, et al. TGF‐β uses a novel mode of receptor activation to phosphorylate SMAD1/5 and induce epithelial‐to‐mesenchymal transition. Elife. 2018;7:e31756. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30. Huang S, Hölzel M, Knijnenburg T, Schlicker A, Roepman P, McDermott U, et al. MED12 controls the response to multiple cancer drugs through regulation of TGF‐β receptor signaling. Cell. 2012. Nov;151(5):937–950. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31. Mariathasan S, Turley SJ, Nickles D, Castiglioni A, Yuen K, Wang Y, et al. TGFβ attenuates tumour response to PD‐L1 blockade by contributing to exclusion of T cells. Nature. 2018;554(7693):544–548. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Hammerl D, Martens JWM, Timmermans M, Smid M, Trapman‐Jansen AM, Foekens R, et al. Spatial immunophenotypes predict response to anti‐PD1 treatment and capture distinct paths of T cell evasion in triple negative breast cancer. Nat Commun. 2021;12(1):5668. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33. Malenica I, Adam J, Corgnac S, Mezquita L, Auclin E, Damei I, et al. Integrin‐α(V)‐mediated activation of TGF‐β regulates anti‐tumour CD8 T cell immunity and response to PD‐1 blockade. Nat Commun. 2021;12(1):5209. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Robertson IB, Rifkin DB. Regulation of the bioavailability of TGF‐β and TGF‐β‐related proteins. Cold Spring Harb Perspect Biol. 2016;8(6):a021907. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35. Miao J, Mu D, Ergel B, Singavarapu R, Duan Z, Powers S, et al. Hepsin colocalizes with desmosomes and induces progression of ovarian cancer in a mouse model. Int J Cancer. 2008. Nov;123(9):2041–2047. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Torres‐Rosado A, O'Shea KS, Tsuji A, Chou SH, Kurachi K. Hepsin, a putative cell‐surface serine protease, is required for mammalian cell growth. Proc Natl Acad Sci USA. 1993;90(15):7181–7185. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37. Srikantan V, Valladares M, Rhim JS, Moul JW, Srivastava S. HEPSIN inhibits cell growth/invasion in prostate cancer cells. Cancer Res. 2002;62(23):6812–6816. [PubMed] [Google Scholar]
- 38. Wittig‐Blaich SM, Kacprzyk LA, Eismann T, Bewerunge‐Hudler M, Kruse P, Winkler E, et al. Matrix‐dependent regulation of AKT in Hepsin‐overexpressing PC3 prostate cancer cells. Neoplasia. 2011;13(7):579–589. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39. Xing P, Li JG, Jin F, Zhao TT, Liu Q, Dong HT, et al. Clinical and biological significance of hepsin overexpression in breast cancer. J Invest Med. 2011;59(5):803–810. [DOI] [PubMed] [Google Scholar]
- 40. Nakamura K, Takamoto N, Abarzua F, Hongo A, Kodama J, Nasu Y, et al. Hepsin inhibits the cell growth of endometrial cancer. Int J Mol Med. 2008;22(3):389–397. [PubMed] [Google Scholar]
- 41. Li W, Wang BE, Moran P, Lipari T, Ganesan R, Corpuz R, et al. Pegylated kunitz domain inhibitor suppresses hepsin‐mediated invasive tumor growth and metastasis. Cancer Res. 2009;69(21):8395–8402. [DOI] [PubMed] [Google Scholar]
- 42. Roberts AB, Anzano MA, Wakefield LM, Roche NS, Stern DF, Sporn MB. Type beta transforming growth factor: a bifunctional regulator of cellular growth. Proc Natl Acad Sci USA. 1985;82(1):119–123. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Fig. S1. Growth of primary and metastatic tumors in mice syngrafted with WT or Hpn KO WAP‐ Myc tumors.
Fig. S2. Gene set enrichment analysis (GSEA) of WT and Hpn KO mammary tumors.
Fig. S3. Total EGFR protein levels in WAP‐Myc tumor cells, and total EGFR, phospho‐SMAD1/5 and ALK1 protein levels in MCF10A‐based cell lines and the effects of Galunisertib (ALK5 inhibitor) and Ab25, a hepsin neutralizing antibody.
Fig. S4. Histological features of patient derived explant cultures (PDEC)s and Cytoscape analysis of Gene Set Enrichment Analysis (GSEA) results.
Data Availability Statement
The data that support the findings of this study are available in Figs S1–S4. The RNAseq data that support the findings of this study are openly available in NCBI's Gene Expression Omnibus and are accessible through https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE164510, GEO Series accession number GSE164510, and https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE205774, GEO Series accession number GSE205774, and https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE245265, GEO Series accession number GSE245265.
