Abstract
BACKGROUND
Patients with PTEN hamartoma tumor syndrome (PHTS) have germline mutations in the tumor-suppressor gene encoding phosphatase and tensin homologue (PTEN). Such mutations have been associated with a hereditary predisposition to multiple types of cancer, including the Cowden syndrome. However, a majority of patients who have PHTS-related phenotypes have tested negative for PTEN mutations. In a previous study, we found that the E3 ubiquitin ligase WWP1 negatively regulates the function of PTEN.
METHODS
In a prospective cohort study conducted from 2005 through 2015, we enrolled 431 patients with wild-type PTEN who met at least the relaxed diagnostic criteria of the International Cowden Consortium. Patients were scanned for WWP1 germline variants. We used the Cancer Genome Atlas (TCGA) data set as representative of apparently sporadic cancers and the Exome Aggregation Consortium data set excluding TCGA (non-TCGA ExAC) and the noncancer Genome Aggregation Database (gnomAD) as representative of population controls without a reported cancer diagnosis. We established both in vitro and murine in vivo models to functionally characterize representative WWP1 variants.
RESULTS
The existence of germline WWP1 variants was first established in a family with wild-type PTEN who had oligopolyposis and early-onset colon cancers. A validation series indicated that WWP1 germline variants occurred in 5 of 126 unrelated patients (4%) with oligopolyposis as a predominant phenotype. Germline WWP1 variants, particularly the WWP1 K740N and N745S alleles, were enriched in patients who did not have PHTS but had prevalent sporadic cancers, including PTEN-related cancer types in TCGA (odds ratio, 1.5; 95% confidence interval, 1.1 to 2.1; P = 0.01). The prioritized WWP1 variants resulted in gain-of-function effects, which led to aberrant enzymatic activation with consequent PTEN inactivation, thereby triggering hyperactive growth-promoting PI3K signaling in cellular and murine models.
CONCLUSIONS
In this study involving patients with disorders resulting in a predisposition to the development of multiple malignant neoplasms without PTEN germline mutations, we confirmed the function of WWP1 as a cancer-susceptibility gene through direct aberrant regulation of the PTEN–PI3K signaling axis. (Funded by the National Institutes of Health and others.)
HEREDITARY CANCER SYNDROMES, which account for approximately 10% of all cancers, serve as powerful models for the practice of precision medicine.1 The identification of genes that are associated with seemingly rare cancer-predisposition syndromes often provides insights regarding aspects of normal development and pathways that can be targeted for the treatment of the more common sporadic forms of human cancers. One of these genes is PTEN (Online Mendelian Inheritance in Man database number, 601728), which encodes a dual-specificity lipid and protein phosphatase. This form of phosphatase has a classic tumor-suppressive function that is attributed largely to its ability to dampen the growth-promoting signaling cascade consisting of phosphatidylinositol 3-kinase (PI3K), AKT (also called protein kinase B), and mechanistic (previously called mammalian) target of rapamycin (mTOR).2,3
Regardless of the clinical diagnosis, patients who have germline PTEN mutations are described as having the PTEN hamartoma tumor syndrome (PHTS), which includes entities such as the Cowden syndrome, the Bannayan–Riley–Ruvalcaba syndrome (BRRS), the Proteus syndrome, and Proteus-like syndromes.4 Clinically, the identification of a germline PTEN mutation not only establishes a PHTS molecular diagnosis but also informs cancer risk assessment and PTEN-specific medical management of mutation-positive probands and family members.5,6 However, the fact that PTEN is mutated in only a subgroup of patients (approximately 25%)7 poses a clinical challenge and yet offers a working hypothesis that wild-type PTEN-related overgrowth and neoplasia syndromes have other causes.
WWP1 is an E3 ubiquitin ligase enzyme that has been shown to be overexpressed or amplified in multiple types of cancer.8–13 We recently found that WWP1 activation in animal and in vitro models inhibited PTEN function, which led to protumorigenic phenotypes.14 In the study described here, we sought to determine and characterize whether human WWP1 could be a broad cancer predisposition gene in neoplasia syndromes without PTEN mutations.
Methods
STUDY PATIENTS AND OVERSIGHT
From 2005 through 2015, we prospectively enrolled patients with PHTS-related neoplasias from 66 sites, including academic medical centers, cancer centers, and community clinics associated with the International Cowden Consortium worldwide.5,6 The study, which was sponsored by the National Institutes of Health and other granting agencies (including foundations), was approved by the institutional review board at the Cleveland Clinic. All the patients provided written informed consent.
Eligible patients met at least the relaxed operational diagnostic criteria of the International Cowden Consortium.15 Relaxed criteria are defined as full criteria minus one factor, with such patients being described as having a Cowden-like syndrome. (Details regarding these criteria are provided in the Methods section in Supplementary Appendix 1, available with the full text of this article at NEJM.org.) The Cowden syndrome is characterized by an elevated lifetime risk of a specific set of cancers, which are collectively called Cowden component cancers.5 All the patients underwent analysis for the presence of mutations and deletions in PTEN and SDHx (including SDHB, SDHC, and SDHD, which encode succinate dehydrogenase).6 Only patients without pathogenic germline mutations in PTEN or SDHx were included in the study (Table S1 in Supplementary Appendix 1).
GENETIC STUDIES
For the discovery series of patients, we performed whole-exome sequencing of peripheral-blood DNA obtained from 83 probands, as described in detail in Supplementary Appendix 1. We performed Sanger sequencing using region-specific mutational analysis based on polymerase-chain-reaction assays to validate variants that had been prioritized through whole-exome sequencing. For the extended validation series of patients, we performed high-resolution melting analysis to scan for WWP1 variants in an additional 348 patients. Suspected variants were validated with the use of Sanger sequencing. To compare frequencies among samples obtained from patients with various disorders and apparently healthy populations, we used the Cancer Genome Atlas (TCGA) data set as representative of apparently sporadic cancers and the Exome Aggregation Consortium data set excluding TCGA (non-TCGA ExAC) and the noncancer Genome Aggregation Database (gnomAD) as representative population controls without a reported cancer diagnosis.
IN VITRO FUNCTIONAL STUDIES
We performed in vitro assays in human-derived, commercially available cell lines, including 293T (embryonic kidney) cells, HCT116 (colorectal carcinoma) cells, and DLD-1 (colorectal adenocarcinoma) cells. We also used CRISPR (clustered regularly interspaced short palindromic repeats) techniques to generate knock-in WWP1 wild-type and mutant mice and derived mouse embryonic fibroblast cells. Stable cell lines were generated either through lentiviral transduction or through CRISPR technology. We performed Western blot analysis (denaturing and native), immunoprecipitation, in situ ubiquitination assays, and soft agar colony-formation assays on wild-type and mutant cells.14
IN VIVO XENOGRAFT MURINE MODELING
For assaying tumor growth in the xenograft model, 7-week-old male FOXN nude mice housed in specific pathogen-free environments were injected subcutaneously with stable HCT116 or DLD-1 derivatives. The care and treatment of animals were approved by the animal research committee at Beth Israel Deaconess Medical Center. Detailed protocols regarding the in vitro and in vivo studies are provided in Supplementary Appendix 1.
STATISTICAL ANALYSIS
For the genetic analysis, we used OpenEpi software (Open Source Epidemiologic Statistics for Public Health) to calculate odds ratios for the presence of WWP1 variants (http://openepi.com/Menu/OE_Menu.htm). For analyses comparing various population groups, we used two-by-two tables to calculate odds ratios. We calculated 95% confidence intervals and corresponding P values using the mid-P exact test. An odds ratio of more than 1.0 implied that the incidence was greater in the population of interest than in the standard population. A P value of less than 0.05 was considered to indicate statistical significance.
RESULTS
IDENTIFICATION OF WWP1 AS A CANDIDATE GENE IN PTEN WILD-TYPE PROBANDS
The hypothesis that PTEN is mutated in only a subgroup of patients with PHTS-related neoplasias7 points toward other unidentified causes of cancer predisposition in patients with wild-type PTEN. To address this hypothesis, we evaluated WWP1, a HECT-type ubiquitin E3 ligase (one of three broad types of ubiquitin E3 ligases; HECT stands for homologous to the E6-AP carboxy terminus) that has recently been shown to reduce PTEN tumor-suppressive function through polyubiquitination-mediated inhibition of PTEN dimerization and membrane recruitment.14 If our hypothesis was correct, then the existence of germline WWP1 variants in patients with wild-type PTEN would imply impaired PTEN function, independent of PTEN mutational status.
First, we investigated whole-exome sequencing data from 83 probands with wild-type PTEN who met at least the relaxed operational diagnostic criteria of the International Cowden Consortium (Table S1).15 After performing variant filtration, quality control, and Sanger sequencing validation, we initially identified one proband with a Cowden-like syndrome who had a germline heterozygous WWP1 c.2220G→C, p.K740N variant occurring at a highly evolutionarily conserved amino acid residue (Fig. 1A and Fig. S1). Patients with a Cowden-like syndrome do not meet the strict operational diagnostic criteria (i.e., minus one criterion); only 5% of these patients have germline PTEN mutations.16 The proband belonged to a family with a notable history of early-onset colon cancer and the occurrence of gastrointestinal oligopolyposis (Fig. 1B). The same germline WWP1 variant was found in two other affected family members (Family Members II-4 and IV-6) and was absent in three unaffected family members (Family Members II-5, IV-4, and IV-8), which indicated phenotype-dependent segregation (Figs. S2 and S3).
VALIDATION SERIES
In patients with PTEN mutations who have undergone colonoscopy, more than 90% have colorectal polyps that are typically found in a mix of histologic subtypes.17 Patients with PHTS with colorectal cancer tend to have either preexisting or coexisting colonic mixed polyposis. Gastrointestinal hamartomatous polyposis is also one of the classic manifestations of BRRS.18 We therefore expanded our analyses to scan for WWP1 germline variants in 126 patients with oligopolyposis and in 123 patients with BRRS who had wild-type PTEN. We identified 5 more unrelated patients with oligopolyposis and underlying WWP1 germline variants (Fig. 1C, Fig. S4, and Table S2). Lymphoblastoid cell lines derived from patients with WWP1 variants showed normal PTEN protein levels that were similar to levels in patients with wild-type PTEN (Fig. 1D). This finding was consistent with a mechanism of action for WWP1 that was independent of PTEN levels.14 We did not identify additional WWP1 variants in patients with BRRS or in a series of patients who did not meet the selection criteria of polyposis or BRRS but who had a high PHTS-related phenotypic burden. Overall, we identified germline heterozygous WWP1 variants in 5 of 126 patients (4%) with a Cowden-like syndrome with wild-type PTEN who had gastrointestinal oligopolyposis as a predominant phenotype. Details regarding these analyses are provided in Supplementary Appendix 1.
APPARENTLY SPORADIC CANCERS
WWP1 is a proto-oncogene that has been shown to be somatically overexpressed or amplified in multiple cancer types.8–13 To determine whether WWP1 germline variants are overrepresented in the common apparently sporadic cancers, we analyzed the spectrum and frequencies of germline variants in 33 cancer types from TCGA, representing 10,389 cases (Table S3).19 We found predicted deleterious germline WWP1 variants in 28 of the 33 TCGA cancer types (Fig. 2A and 2B and Table S4 in Supplementary Appendix 2, which also includes Tables S5 through S9). The two most prevalent variants (c.2234A→G, p.N745S and c.2220G→C, p.K740N), which occurred in 22 of the 33 cancer types, accounted for 59 of 109 (54%) identified germline WWP1 variants (Fig. 2B and Table S4). These two variants occur in the catalytic C-terminal HECT domain of WWP1 and were also identified in two patients with Cowden-like syndrome who had oligopolyposis (Fig. 1C).
Our findings indicate that rare germline WWP1 variants (minor allele frequency [MAF], ≤0.1%) exist in patients with a Cowden-like syndrome who have oligopolyposis and in those with common sporadic cancers. This finding prompted us to investigate the frequency of WWP1 variants in patients without a reported cancer diagnosis. To this end, we first analyzed the non-TCGA ExAC data set20 representing 53,105 population controls without prevalent cancer. Implementing filtration criteria that were identical to those used in the analysis of TCGA patients, we identified predicted deleterious WWP1 variants (MAF, ≤0.1%) in 428 of 106,210 alleles (Table S5 in Supplementary Appendix 2). In comparison, TCGA patients with apparently sporadic cancers showed deleterious WWP1 variants in 109 of 20,778 alleles (Table S4). These data indicate a significantly higher frequency of deleterious WWP1 variants in a cancer-affected population (TCGA) than in population controls without cancer (non-TCGA ExAC) (odds ratio, 1.3; 95% confidence interval [CI], 1.1 to 1.6; P = 0.02).
Although we observed the WWP1 variants K740N and N745S in non-TCGA ExAC, these variants remained overrepresented in TCGA patients with cancer (odds ratio, 1.6; 95% CI, 1.2 to 2.1; P = 0.003). We further substantiated these observations in the subgroup of patients with apparently sporadic Cowden syndrome component cancers, in whom we noted a significantly higher frequency of WWP1 variants than that in the ExAC population controls (odds ratio, 1.5; 95% CI, 1.1 to 2.1; P = 0.01), particularly WWP1 K740N and N745S (odds ratio for the presence of either allele, 1.9; 95% CI, 1.2 to 2.8; P = 0.006). Similarly, an analysis of the noncancer subgroup (233,473 alleles) in the expanded gnomAD database revealed deleterious WWP1 variants (MAF, ≤0.1%) in 637 alleles (Table S6 in Supplementary Appendix 2). Thus, similar to the patients in the ExAC non-TCGA listings, patients with cancer in the TCGA database had significantly higher frequencies of WWP1 variants than those without reported cancer in the gnomAD database (odds ratio, 1.9; 95% CI, 1.6 to 2.4; P<1×10−7). This observation remained consistent for patients in TCGA with Cowden component cancers (odds ratio, 2.3; 95% CI, 1.7 to 3.0; P = 3×10−6).
COMPARISON WITH CLASSIC CANCER-PREDISPOSITION GENES
Next, we compared germline allele frequencies of WWP1 with those of genes that have been classically known to be associated with polyposis or a heredity predisposition to colon cancer, including SMAD4, BMPR1A, MSH2, PMS2, and others (Fig. 2C and Table S7 in Supplementary Appendix 2). An analysis of the colon adenocarcinoma subgroup in the TCGA database on the basis of its relevance to the predominant oligopolyposis phenotype revealed a similar and significant frequency of germline variants among WWP1 and the representative genes for polyposis and a genetic predisposition for colon cancer. Notably, even though PTEN is known to be associated with colon-cancer susceptibility, we did not identify germline PTEN mutations in this database. We then compared germline allele frequencies of WWP1 with those of classic cancer-susceptibility genes, including PTEN, TP53, BMPR1A, and STK11, across all 33 TCGA cancer types. We identified significantly higher frequencies of WWP1 variants in multiple cancer types, including two Cowden component cancers (colon adenocarcinoma and thyroid cancer), than in non-TCGA ExAC population controls5 (Fig. 2D and Tables S8 and S9 in Supplementary Appendix 2). As illustrative positive controls, we similarly identified higher frequencies of variants in other cancer-predisposition genes, including germline mutations in PTEN that have been associated with breast cancer and uterine cancer and in TP53 mutations that have been associated with adrenocortical carcinoma and sarcoma (Fig. 2D). Overall, these observations support a nonrandom enrichment of WWP1 germline variants among patients who have oligopolyposis, a hereditary predisposition for cancer, or particular malignant neoplasias. An analysis of all types of cancer in the study patients revealed that the majority of predicted deleterious germline WWP1 variants occurred within the HECT catalytic domain (odds ratio, 2.9; 95% CI, 1.7 to 5.1; P<0.001) (Fig. 3A), which led to our hypothesis that mutation-mediated catalytic hyperactivation of WWP1 could be the underlying mechanism for tumorigenesis.
FUNCTIONAL CHARACTERIZATION OF WWP1 VARIANTS
To address our hypothesis, we first analyzed both colon and kidney cell lines as relevant to the observed human phenotypes. We first assessed whether representative germline variants affect WWP1 catalytic activity toward PTEN polyubiquitination, based on the identification of the HECT-type E3 ubiquitin ligase WWP1 as a physical interactor that functionally triggers atypical nondegradative K27-linked polyubiquitination of PTEN to suppress its dimerization, membrane recruitment, and tumor suppressive function.14 We prioritized the three most frequently mutated WWP1 variants: R86H (C2 domain) along with K740N and N745S (both in the HECT domain) (Table S4). As proof of principle, we prioritized WWP1 R86H on the basis of frequency alone, even though the variant did not pass computational filters for deleteriousness. (Gain-of-function mutations are difficult to predict with computational filters, since functional effects can be understood only in the context of the particular biologic features of the gene.21) Overexpression of wild-type WWP1 in human embryonic kidney 293T (HEK293T) cells increased PTEN polyubiquitination, whereas the expression of individual WWP1 mutants (R86H, K740N, and N745S) further exacerbated this effect without affecting PTEN protein levels; these findings indicate that these mutants play a gain-of-function role in triggering PTEN polyubiquitination (Fig. S5A). The expression of WWP1 mutants suppressed PTEN dimerization or oligomerization in a process that was similar to wild-type WWP1 overexpression or amplification,14 as evaluated in native gel analyses (Fig. S5B). This expression in turn triggered downstream AKT activation in both HCT116 and DLD-1 colon cancer cells with endogenous wild-type PTEN (Fig. 3B and Fig. S5C).
Next, to study the aberrant PTEN regulation by WWP1 mutants endogenously, we used CRISPR technology to generate endogenous knock-in WWP1K740N/+ HCT116 cells, which reproduced the mutant heterozygous genotype observed in human patients (Fig. S6). In vivo ubiquitination assays revealed that endogenous K740N knock-in WWP1 mutant protein robustly elevated PTEN polyubiquitination, which in turn inhibited PTEN dimerization or oligomerization (Fig. 3C). In support of our hypothesis, WWP1 K740N knock-in suppressed PTEN membrane localization and in turn promoted AKT activation, as evaluated by cell fractionation and Western blotting analyses (Fig. 3D). To further mimic physiologic conditions (i.e., the constitutional heterozygous mutant state), we also generated CRISPR knock-in K736N mutant mice (corresponding to the K740N variant in humans) and further isolated primary mouse embryonic fibroblasts. We specifically prioritized the WWP1 K740N variant to generate the knock-in mice since it represents the variant that is segregated in our family with Cowden-like syndrome (Fig. 1B) and is one of the most frequently mutated WWP1 variants in apparently sporadic cancers (Table S4). Western blot analyses of protein lysates derived from mouse embryonic fibroblasts with the Wwp1K736N/+ genotype showed stronger activation of the PI3K–AKT–mTOR pathway than mouse embryonic fibroblasts with the wild-type Wwp1+/+ genotype, as revealed by higher levels of phosphorylation of AKT and ribosomal protein S6 (Fig. S7).
WWP1, which belongs to the NEDD4 family of ubiquitin E3 ligases, contains a C2 domain and four WW domains, along with the catalytic HECT domain. Previous studies have shown that members of the NEDD4 family of E3 ubiquitin ligases are characterized by an autoinhibitory regulatory mechanism that is mediated by interactions between its different domains,22 such as the interaction between the HECT domain and the WW2–WW3 linker region in WWP2 (another E3 ubiquitin ligase closely related to WWP1)23 and interaction between the C2 domain and the HECT domain in SMURF2 or SMURF1.24–26 Chen et al. found that deletion of the WW2–WW3 linker activated full-length WWP1.23 Therefore, one possibility is that the K740N mutation within the HECT domain disrupts the autoinhibitory interaction of this domain with the WW2–WW3 linker, which results in uncontrolled activation and gain-of-function effects. We found that the wild-type WWP1 HECT domain interacts with the N-terminal region of WWP1 (including the C2–WW1–4 domains), whereas the K740N mutation within the HECT domain decreased its binding with the N-terminal domain (Fig. 4A and 4B). Moreover, the deletion of the WW2–WW3 linker or inclusion of the C2 domain alone robustly decreased the respective interactions with the HECT domain, which corroborates the essential role of the WW2–WW3 linker and the dispensable role of the C2 domain in mediating these interactions (Fig. 4A and 4B). Functionally, as compared with wild-type WWP1, deletion of the WW2–WW3 linker triggered WWP1 catalytic activity, as revealed by its autoubiquitination and AKT activation (Fig. S8A and S8B). Native gel analyses revealed that the K740N mutation of WWP1 suppressed its ability to dimerize and oligomerize (Fig. S8C). Hence, several lines of evidence suggest that the WWP1 K740N mutation may promote a gain of catalytic activity by relieving the autoinhibitory physical interaction between its HECT domain and the WW2–WW3 linker region (Fig. 4C).
XENOGRAFT MURINE MODELING
To determine the influence of WWP1 mutations on tumorigenesis and tumor growth in vivo, we next compared the oncogenic potential of wild-type WWP1 with endogenous CRISPR knock-in WWP1K740N/+ mutant cells. In support of our working model, the endogenous WWP1 K740N knock-in mutation, which strongly increased PTEN polyubiquitination (Fig. 3C), resulted in a higher level of anchorage-independent growth than wild-type WWP1 (Fig. 5A). Similarly, the overexpression of various germline WWP1 mutants, including R86H, K740N, and N745S, in DLD-1 colon cancer cells also markedly increased their tumorigenic potential in vitro and tumor growth in vivo in terms of both tumor weight and size, as evaluated in analyses involving soft agar and xenograft tumor methods, respectively (Fig. 5A and Fig. S9). In addition, tumors with the endogenous WWP1 K740N variant (WWP1K740N/+) grew much faster than those expressing wild-type WWP1 in a xenograft tumor model system, as revealed by analyses of tumor growth, weight, and size (Fig. 5B and 5C). Western blot analyses of tumors derived from cells of WWP1+/+ or WWP1K740N/+ genotypes showed the stronger oncogenic activity of the WWP1 K740N mutant in triggering hyperactivation of the PI3K–AKT–mTOR oncogenic pathway (Fig. 5C).
DISCUSSION
Heritable mutations in multiple genes for both adenomatous and hamartomatous polyposis have been identified over the years. However, the genetic basis for predisposition to oligopolyposis is elusive. We found that germline WWP1 variants occur in patients with wild-type PTEN with characteristic PHTS-like phenotypes, particularly oligopolyposis. Patients with WWP1 germline mutations include those with Cowden-like syndrome (Table S1), with the shared clinical diagnosis of at least five gastrointestinal polyps, including at least one hamartomatous polyp or a polyp that is hyperplastic or serrated. In addition, all the patients were found to have wild-type genes that are known to be associated with a polyposis syndrome (PTEN, BMPR1A, SMAD4, ENG, APC, and STK11).17,27 Thus, mutations in WWP1 may represent a clear genetic cause of oligopolyposis, in which we found a mechanistic pathogenesis for intestinal neoplasia and cancer.
We further found that germline WWP1 variants were also markedly enriched in patients affected by prevalent, apparently sporadic human cancers. Notable enrichment of WWP1 variants was observed in PTEN-related Cowden syndrome component cancers,5 particularly colorectal adenocarcinoma and thyroid cancer. These data suggest that WWP1 may represent a broad cancer predisposition gene that warrants further investigation in PTEN-independent contexts. Although further data are required before recommending routine WWP1 genetic testing in the hereditary cancer clinic, the most prevalent and functionally characterized WWP1 K740N and N745S mutations may be considered in patients with wild-type PTEN who have a Cowden-like syndrome and an unexplained personal or family history of oligopolyposis or early-onset colorectal cancers.
We found that representative WWP1 variants provide mechanistic gain of function by relieving the autoinhibitory interaction between their WW2–WW3 linker and HECT domains. This process results in aberrant enzymatic activation of the WWP1 E3 ligase, with consequent ubiquitination and inactivation of PTEN to trigger hyperactivation of PI3K signaling. Although we found both in vitro and in vivo evidence of the deleterious effects of the three most frequently mutated prioritized variants (R86H, K740N, and N745S), the functional significance and associated mechanisms of the remaining variants have yet to be determined. Thus, we identified WWP1 as a proto-oncogenic neoplasia-susceptibility gene through aberrant regulation of PTEN–PI3K signaling, independent of germline PTEN mutational status. These findings have important implications for cancer prevention and therapy, since WWP1 and the pathway it regulates are potential therapeutic targets,14 whereas targeting PTEN has not been feasible in clinical practice to date.28
Before mechanism resolution, WWP1 had been shown to be overexpressed or amplified in multiple tumor types, which suggested that it had a role as an oncogene.8–13 It was only recently that WWP1 was shown to be a switch that could be targeted to reactivate PTEN.14 WWP1 depletion resulted in reduced oncogenic PI3K–AKT signaling in mouse embryonic fibroblast cells with Pten mutations or heterozygous deletions; the presence of such mutations causes PHTS.4 Indole-3-carbinol, a compound found in cruciferous vegetables, was found to be a natural and potent WWP1 inhibitor.14 Thus, our findings suggest that patients with wild-type PTEN with germline WWP1 variants may also benefit from the modulation of the WWP1–PTEN axis as a preventative or therapeutic measure. Clinical trials are anticipated to determine the effective dose and efficacy in humans.
Supplementary Material
CLINICAL TRIAL REGISTRATION.
The Journal requires investigators to register their clinical trials in a public trials registry. The members of the International Committee of Medical Journal Editors (ICMJE) will consider most reports of clinical trials for publication only if the trials have been registered. Current information on requirements and appropriate registries is available at www.icmje.org/about-icmje/faqs/.
Acknowledgments
Supported by grants (R01 CA82328 and R35 CA197529, to Dr. Pandolfi) from the National Institutes of Health, by grants (P01 CA124570 and R01 CA118989, to Dr. Eng) from the National Cancer Institute, and by grants (all to Dr. Eng) from the American Cancer Society Clinical Research Professorship, Breast Cancer Research Foundation, and Doris Duke Distinguished Clinical Scientist Award. Dr. Lee was supported in part by the Postdoctoral Research Abroad Program Fellowship, the Taiwan National Science Council, and a postdoctoral training award (W81XWH-16-1-0249) from the Department of Defense Prostate Cancer Research Program; Dr. Yehia, in part by the Cancer Genomic Medicine Clinical Fellowship Training Program of the Ambrose Monell Foundation at the Cleveland Clinic Genomic Medicine Institute; and Dr. Kishikawa, by the Overseas Research Fellowships of the Japan Society for the Promotion of Science and a research fellowship of the Uehara Memorial Foundation.
Disclosure forms provided by the authors are available with the full text of this article at NEJM.org.
We thank the patients who contributed to this study; the Genomic Medicine Biorepository of the Cleveland Clinic Genomic Medicine Institute; our database and clinical research teams; and Hannah Chen and Marilyn Seyfi for their technical and bioinformatics assistance, respectively.
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