Significance
Cerebellar tumor medulloblastoma (MB) is no longer considered a single disease as it has been separated into four subgroups with further subdivisions based on genomic and clinical data. Mechanistic understandings of the stratification within subgroups should allow for better-targeted treatments. We redefined the main cell of origin by showing that granule cell precursors (GCPs) are heterogeneous with molecularly distinct populations based on their location. As a consequence, GCPs respond differentially to two driver mutations, and a subset of GCPs is more susceptible to Sonic hedgehog (SHH) pathway elevation and forms tumors more readily. These results provide insights into the preferential location of human SHH-MBs in the lateral cerebellum and the cellular and genetic factors influencing SHH-MB progression.
Keywords: granule cell precursors, Nr2f2, En1, cerebellar hemispheres, MRI
Abstract
The main cell of origin of the Sonic hedgehog (SHH) subgroup of medulloblastoma (MB) is granule cell precursors (GCPs), a SHH-dependent transient amplifying population in the developing cerebellum. SHH-MBs can be further subdivided based on molecular and clinical parameters, as well as location because SHH-MBs occur preferentially in the lateral cerebellum (hemispheres). Our analysis of adult patient data suggests that tumors with Smoothened (SMO) mutations form more specifically in the hemispheres than those with Patched 1 (PTCH1) mutations. Using sporadic mouse models of SHH-MB with the two mutations commonly seen in adult MB, constitutive activation of Smo (SmoM2) or loss-of-Ptch1, we found that regardless of timing of induction or type of mutation, tumors developed primarily in the hemispheres, with SmoM2-mutants indeed showing a stronger specificity. We further uncovered that GCPs in the hemispheres are more susceptible to high-level SHH signaling compared with GCPs in the medial cerebellum (vermis), as more SmoM2 or Ptch1-mutant hemisphere cells remain undifferentiated and show increased tumorigenicity when transplanted. Finally, we identified location-specific GCP gene-expression profiles, and found that deletion of the genes most highly expressed in the hemispheres (Nr2f2) or vermis (Engrailed1) showed opposing effects on GCP differentiation. Our studies thus provide insights into intrinsic differences within GCPs that impact on SHH-MB progression.
Medulloblastoma (MB) is the most common malignant pediatric brain cancer and comprises four major subgroups [WNT, Sonic hedgehog (SHH), group 3, and group 4], with further subdivisions proposed to explain the diverse genetics, cells of origin, and clinical presentations of the disease (1–5). Aggressive treatment protocols used to treat young MB patients impact on central nervous system development and lead to long-term neurocognitive sequelae (6). Thus, it is critical to gain new insights into the biology of each subgroup to strengthen stratification and enable development of targeted therapies.
SHH-MB (∼30% of all MBs) is the most diverse subgroup in terms of histology and age of presentation. Proliferation of granule cell precursors (GCPs) that give rise to SHH-MB is regulated by HH signaling during the third trimester to the first few months of life in human, and from approximately embryonic day (E) 17 to postnatal day (P) 16 in mice (7–12). Nearly 90% of SHH-MB samples have a mutation in four genes that lead to HH pathway activation (2): loss-of-function mutations in two genes that inhibit the HH pathway [Patched 1 (PTCH1) and SUFU], activating mutations in Smoothened (SMO), and TP53 loss associated with amplification of GLI2 or NMYC that act downstream of SHH. Interestingly, SUFU mutations are mainly seen in infants (≤3 y old), TP53 mutations in children (4–17 y old), and SMO in adults (≥18 y old), whereas PTCH1 mutations are seen across ages (2, 13). Additional TERT mutations are seen in most adult tumors (14). SHH-MBs are more often located in the lateral cerebellum (hemispheres, H) whereas the other MB subgroups are mainly found in the midline (vermis, V) (15, 16). Notably, adult SHH-MBs in particular preferentially arise in the H compared with infant SHH-MBs (17). One limited study in two mouse models also indicated preferential occurrence of SHH-MB in the H (18). The underlying reason why driver mutations and tumor locations are associated with particular SHH-MB patient age groups has not been addressed experientially.
The H and V of the cerebellum have different morphologies and numbers of lobules, as well as different functions. As different genetic programs in the two locations could account for the distinct foliation patterns, we hypothesized that SHH-MBs arise preferentially in the H because the location of GCPs dictates their susceptibility to driver mutations in the SHH pathway. By expressing a constitutively active form of SMO (SmoM2) or inducing a Ptch1 loss-of-function mutation in a mosaic fashion in GCPs at P2, we found that mutant GCPs located in H have a lower probability of differentiating than those in V, and that SmoM2 is a stronger driver of this phenotype. Longitudinal MRI imaging revealed that all SmoM2-mutant tumors develop in the H, and transplantation of SmoM2-mutant cells revealed a higher tumor-forming ability of hemispheric GCPs/lesions. Using a genomic approach, we identified two location-specific GCP genes that have predictable effects on GCP differentiation. Thus, GCPs can be divided into at least two subpopulations based on their location with distinct sensitivities to high HH signaling and tumorigenicity. Our studies represent an approach for stratifying SHH-MBs and identifying candidate genes that mediate tumor formation.
Results
Initiating Mutation in Human Adult SHH-MB Appears to Influence Tumor Location.
We analyzed data from 38 SHH-MB patients to test whether there is a correlation between mutation and location, because this was not previously addressed (Table S1). Consistent with previous reports, 58% (22 of 38) of the SHH-MBs were located in the H, with 50% (5 of 10) of infant, 54% (7 of 13) of childhood, and 67% (10 of 15) of adult tumors located in the H (Fig. 1A). Interestingly, 80% (4 of 5) of tumors with a SMO mutation, 59% (10 of 17) of tumors with a PTCH1 mutation, and 67% (8 of 14) of tumors with a TP53 mutation were located in the H. The two infant tumors with an SUFU mutation were both located in the V (Fig. 1B). Interestingly, in adults all of the SMO-mutant tumors (four of four) were located in the H, whereas 59% (five of nine) of the adult PTCH-mutant tumors formed in the H (Fig. 1C). In summary, we found that SHH-MB tumors with PTCH1, TP53, or SMO mutations preferentially form in the H, with an even higher correlation for adult tumors with SMO mutations.
Mouse Sporadic Postnatal Models of SHH-MB Preferentially Arise in the Cerebellar Hemispheres.
Because adult SHH-MBs with SMO mutations appear to form more specifically in the H than those with PTCH1-mutations, we determined the location of tumors in mouse models with mutations in the same genes. A previous genomic study comparing multiple mouse MB models to their human counterparts suggested that mice expressing SmoM2 or with loss-of-Ptch1 mainly model adult SHH-MBs (13). To more closely model human tumors, we used inducible recombination approaches to express SmoM2 (19) or delete Ptch1 (20) in a small number of GCPs after birth to avoid modeling infant tumors (Fig. 1D). Atoh1-CreER/+;R26LSL-SmoM2-YFP/+ mice (LSL, loxP-stop-loxP) were injected with a very low dose of Tamoxifen (Tm) at P2 (A-SmoM2) that induced recombination in ∼400 GCPs evenly scattered across the cerebellum that express membrane YFP (Fig. 1D′ and Fig. S1). In the loss-of-Ptch1 model, our FLP-inducible R26-based MASTR (mosaic analysis with spatial and temporal control of recombination) allele (21) was used to express eGFPcre in scattered GCPs (∼10,000 per cerebellum) and delete Ptch1 (Atoh1-FlpoER/+;R26MASTR/+;Ptch1flox/flox mice given a high dose of Tm at P2; A-M-Ptch model). Tm-induced mutant cells were identified by nuclear GFP signal (Fig. 1D′′). To directly compare Ptch1 and SmoM2 models, we also generated a small number of A-M-SmoM2 mice and verified that they had a similar tumor progression profile as the simpler A-SmoM2 model (Fig. S2 A–C).
In the A-SmoM2 model, 29% (28 of 97) of mice showed symptoms of tumor burden with a median age of death of 114.5 d (range 56–297 d) (Fig. 1E). If only litters in which at least one mouse developed a tumor are included, because the very low dose of Tm used results in some inconsistency in tumor induction, then 56% (28 of 50) of mice developed tumors. In the A-M-Ptch model, 39% (9 of 23) of mice developed tumors with a median age of death of 108 d (range 78–171 d). In all models, preneoplastic lesions (defined as <0.5 mm2) were detected at P21 throughout both the H and V, but the lesions appeared larger in the H (Fig. 1 G–J). Interestingly at P45, tumors (defined as >0.5 mm2) in both A-SmoM2 (n = 8) and A-M-SmoM2 (n = 10) models were located only in the H (Fig. 1 H and M and Fig. S2D). In contrast, although the P45 tumors in the H were always larger than those in the V, most A-M-Ptch mice had tumors located in both locations (four of five) (Fig. 1 K and O). Thus, our results in the two mouse models at P45 correlate with the broader location of tumors in adult human PTCH1 SHH-MBs compared with the H-specific location of SMO mutations.
By the time A-SmoM2 mice became symptomatic, very large continuous tumors were seen that extended from the H to under the V (17 of 18) (Fig. 1 I and M). To confirm that SmoM2-tumors arose exclusively in the H, we utilized manganese-enhanced MRI (MEMRI) (22) to track tumor progression longitudinally in individual A-SmoM2 mice (n = 21). The high tissue contrast images obtained with MEMRI allowed for detection of small lesions at ∼P21 (Fig. S3) (22) through to advanced tumors (Fig. 2A). We identified preneoplastic lesions across the whole cerebellum at 3 wk in all mice; however, only 14 of 21 mice had small tumors at ∼7 wk. Interestingly, the lesions that were present in the V at ∼3 wk could not be detected at ∼7 wk (Fig. 2B), consistent with our histological analysis of independent tumors (Fig. 1H′). Seven of 14 mice with tumors at ∼P45 progressed to have tumor symptoms from 11 to 13 wk and some advanced tumors grew from one H to the posterior midline after P45 (Fig. S4). The remaining 7 of 14 mice either had only minor tumor growth or the tumors regressed after P45. Our longitudinal imaging of tumor progression thus confirmed that A-SmoM2 tumors specifically arose from the H.
Timing of Mutation Induction Does Not Change Tumor Location.
We next asked whether the time when the mutation is induced affects tumor location, by giving a low dose of Tm to A-SmoM2 mice at E14.5. Interestingly, at P21 all seven mice analyzed had lesions/small tumors in the H, whereas only four of seven had small lesions in the V (Fig. S5 A and D). At P45, all eight mice had larger tumors in the H than the V (Fig. S5 B and C), and all of the tumors in the V (five of eight mice) were continuous with the ones in the H, indicating that the tumors had initiated in the H. Thus, the timing of induction of the initiating mutation does not have a major effect on the location where A-SmoM2 tumors form.
Maintenance of GCPs in a Progenitor State by Hyperactivation of SHH Signaling Is More Pronounced in the H.
The fact that SHH-MBs arise preferentially in a specific location led us to hypothesize that Atoh1+ GCPs are not a homogeneous population, and that GCPs in the H are more susceptible to hyperactivation of the SHH pathway than those in the V. To test this hypothesis, we evaluated the percentage of undifferentiated nuclear GFP+ GCPs [GFP+ in the proliferating outer external granule cell layer (EGL)/total GFP+ cells] and the proliferation index [GFP+ EdU+ (5-ethynyl-2-deoxyuridine) cells/GFP+ in the outer EGL] in the H and V of P8 controls A-M (Atoh1-FlpoER/+;R26MASTR/+) and A-M-SmoM2 and A-M-Ptch mice given Tm at P2 (Fig. S6A). As expected, we observed a significantly higher percentage of undifferentiated GCPs in A-M-SmoM2 and A-M-Ptch compared with control mice (Fig. S6B). Interestingly, more SmoM2-mutant GCPs remained in an undifferentiated state compared with Ptch1-mutant (Fig. S6B). Using a 1-h pulse of EdU to evaluate the proliferation index, we found that both SmoM2-mutant and Ptch1-mutant GCPs had a significant increase in the proliferation index compared with controls (Fig. S6C). Interestingly, when comparing between two locations within mice of each genotype, the H showed a significantly higher percentage of undifferentiated GCPs than the V in SmoM2 and Ptch1-mutants, but there was no difference in the control mice (Fig. 3A). However, there was no difference in terms of the proliferation index between the H and V in the controls or mutants (Fig. 3B).
Correlating with the different rate of differentiation observed between the two mutants at P8, we found a higher percentage of P27+ cells in A-M-Ptch lesions than in A-M-SmoM2 lesions at P21 suggesting that the SmoM2 mutation preferentially inhibits differentiation of GCPs compared with loss-of-Ptch1 for a sustained time period (Fig. 3 C–F and Fig. S6 D–K). However, we observed no significant difference between the H and V in each model at this age (Fig. 3G). Notably, the higher percentage of postmitotic mutant cells in A-M-Ptch mice likely accounted for a larger cerebellum size in the mutants compared with A-M-SmoM2 mice (Fig. S6 E and G).
SmoM2-Mutant GCPs from the H Show Increased Tumorigenicity.
Because the GCPs in the H are more sensitive to high SHH signaling compared with those in the V, and tumors only form in the H of A-SmoM2 mice, we asked whether SmoM2-mutant GCPs in the H also have greater potential to form tumors. We isolated SmoM2-mutant GCPs at P8 from the H (P8 SmoM2-H) or V (P8 SmoM2-V) by the Percoll gradient method and injected 5 × 105 cells into the right H of nude mice (Fig. 4A). Mice transplanted with P8 SmoM2-H GCPs died significantly earlier than those injected with P8 SmoM2-V GCPs (median survival: H vs. V = 42 d vs. 72.5 d; 9 of 10 vs. 6 of 10 mice died by 90 d). We then performed transplantation of SmoM2-mutant cells isolated at P21, an early stage of tumor progression (Fig. 4B). Interestingly, only mice transplanted with P21 SmoM2-H cells showed signs of tumor burden by 90 d (n = 7 of 10 P21 SmoM2-H mice, median survival of 55 d and n = 0 of 10 for P21 SmoM2-V). The tumor histology of P8 SmoM2-H, P8 SmoM2-V and P21 SmoM2-H resembled that of the A-SmoM2 tumors (Fig. S7). In conclusion, SmoM2-mutant GCPs from the H are more tumorigenic after transplantation than those from the V.
To directly test whether SmoM2-mutant GCPs from the V have low tumorigenic potential, we utilized a V-specific Tm-inducible Cre line to induce SmoM2 expression only in V GCPs (En1CreER/+;R26LSL-SmoM2-YFP/+ mice) (23). As expected, at P21, we observed preneoplastic lesions with proliferating cells only in the V (n = 5) (Fig. 4C). However, none of the mice developed tumors by 3 mo of age (n = 9 of 10 mice had no proliferating lesions and 1 of 10 mice had a small lesion in the V) (Fig. 4D), providing further proof that V GCPs are not sensitive to tumor formation by SmoM2 after birth.
GCPs in the H and V Exhibit Differential Gene-Expression Profiles.
We next performed a microarray analysis to identify location-specific genes that influence GCP behaviors. GCPs from WT and A-SmoM2 mice given a high dose of Tm at P2 were isolated from the H or V using a Percoll gradient. Twenty-eight genes were found to be differentially expressed (>twofold with a false-discovery rate of P = 0.05) in GCPs from the H compared with V of WT mice and 17 genes from A-SmoM2 mutants (Fig. S8A). To focus on genes that generally predispose GCPs to malignant transformation, we chose the five genes (En1, 1500015O10Rik, Ccsc153, EphA3, Nr2f2) that were differentially expressed between the two locations in WT and SmoM2-mutant GCPs. Three of five shared genes had a similar expression tendency using qRT-PCR of GFP+ GCPs isolated from the cerebellum of P8 Atoh1-GFP/+ mice (Fig. S8B). RNA in situ hybridization analysis of the three differentially expressed genes showed clear regionally restricted expression, with Nr2f2 and EphA3 expression in the EGL restricted to the H and En1, as expected (23, 24), to the V in both WT and SmoM2-mutant GCPs (Fig. 5 A and B and Fig. S9 A–D). For Nr2f2 and En1, the location differences were maintained in Atoh1-SmoM2 P21 lesions (Fig. 5 C and D), as well as A-M-Ptch lesions (Fig. S9 E and F), and Nr2f2 continued to be expressed, although at a lower level, in tumors of both models (Figs. S8B and S9 G and H). NR2F2 (COUP-TFII) is a transcription factor that plays important roles in multiple developmental processes (25, 26) and a high level of NR2F2 is associated with tumor angiogenesis, invasion, and metastasis (27, 28). However, the role of NR2F2 has not been studied in MB. We therefore analyzed NR2F2 expression in human MB samples and found higher expression in MBs compared with the normal adult cerebellum, and interestingly NR2F2 was highest in the SHH and WNT subgroups (Fig. 5E). In a second cohort of MB, NR2F2 was also found to be high in all four subtypes of SHH-MB (Fig. S9I). EN1 is a homeobox-containing transcription factor that plays multiple roles in cerebellum development (29, 30). The expression of EN1 was found to be low across all four subgroups of MBs (Fig. 5F and Fig. S9J).
Nr2f2 Promotes an Undifferentiated State and En1/2 a Differentiated State in SmoM2-Mutant GCPs.
We next tested whether, given their distinct locations in the cerebellum, Nr2f2 and En1 play different roles in differentiation of SmoM2-mutant GCPs using our MASTR approach. Because En1 has overlapping functions with En2 in the cerebellum (29–31), both genes were ablated. A-M-SmoM2;Nr2f2flox/flox (A-M-SmoM2-N), A-M-SmoM2;Nr2f2flox/+ (A-M-SmoM2-N het), and A-M-SmoM2;En1flox/flox;En2flox/flox (A-M-SmoM2-E) mice were given Tm at P2 and the percentages of undifferentiated GFP+ GCPs were quantified at P8. Strikingly, loss of either one or two copies of Nr2f2 led to a decrease in the proportion of undifferentiated SmoM2-mutant GCPs in the H compared with A-M-SmoM2 controls (Figs. 3A and 6A). Consistent with Nr2f2 being expressed specifically in H GCPs, the percentage of undifferentiated cells did not change in the V between Nr2f2-mutants and controls (Fig. 6A). In contrast, loss of En1/2 led to an increase in the percentage of SmoM2-mutant GCPs in the V compared with A-M-SmoM2 controls (Fig. 6B). These results suggest that Nr2f2 plays a role in maintaining SmoM2-mutant GCPs in a progenitor state in the H, whereas En1/2 promotes differentiation in the V.
To test whether these genes have a major functional role in SHH-MB formation, we analyzed A-M-SmoM2-N and -E mice at P45. Although loss of Nr2f2 led to slightly more differentiation of SmoM2-mutant cells in the H at P8, the average size of H lesions at P45 was not reduced compared with A-M-SmoM2 controls (Fig. 6C and Fig. S10 A–D). Whereas loss of En1/2 slightly increases the proportion of undifferentiated SmoM2-mutant cells in the V at P8, we only observed a lesion in the V of 1/7 A-M-SmoM2-E mice at P45 (Fig. S10E). Thus, while Nr2f2 and the En genes modulate the effect of SmoM2 on GCP differentiation, they are not necessary for, or sufficient to induce tumors.
Discussion
The presentation, genetics, and outcomes of SHH-MB differ between adults and other age groups, raising the question of whether the etiology of adult SHH-MB is distinct (2, 32). Using sporadic mouse models with the two HH-activating mutations seen most commonly in adult SHH-MB (2, 13), we uncovered that all SmoM2-mutant and most Ptch1-mutant tumors form in the H. Moreover, inducing the SmoM2 mutation specifically in V GCPs did not lead to tumor formation. Using transplantation analysis, we found that the susceptibility of the H to tumor formation is present as early as P8. Strikingly, inducing SmoM2-expression in GCPs in the embryo (E14.5) did not alter tumor location. Our results thus show that for SmoM2-mutant GCPs to form tumors, those in the V must accumulate additional mutations not necessary in hemispheric GCPs, providing one reason why adult SHH-MBs where SMO mutations are prevalent are located in the H more often than in younger ages.
Our study shows that GCPs can be divided into distinct populations based on location-specific characteristics, including molecular profiles and cell behaviors. Others have proposed that GCPs have specific gene-expression profiles related to the functional circuits they participate in (33), and a subset of GCPs from the P7 cerebellum were shown to express the stem cell marker Prominin (34). Here, we highlight the diversity of these cells by demonstrating that only a subset of GCPs is capable of generating SHH-MBs. Likely partially accounting for this, GCPs in the H with elevated HH signaling are preferentially maintained in an undifferentiated state compared with the V. Furthermore, our mosaic analysis revealed that the two top location-specific genes (En1 and Nr2f2) have an impact on SmoM2-mutant GCP differentiation. The hemisphere-specific gene Nr2f2 is particularly interesting because it contributes to maintaining GCPs with activated SHH signaling in an undifferentiated state. However, unlike its oncogenic functions in other tissues (35, 36), we found that Nr2f2 is not required for SHH-MB initiation, indicating that additional genes can compensate for loss of Nr2f2. Interestingly, using longitudinal MRI imaging of A-SmoM2 mice, we uncovered that tumors not only arise from the H, but more specifically, from the posterior/ventral region of the lateral cerebellum. This posterior/ventral location of SHH-MB has not been noted previously, and was observed at P21 and later stages in our models. The specificity of the location within the H potentially explains why Nr2f2 alone is not necessary for A-M-SmoM2 mice to form tumors because it is expressed throughout the H. A recent paper suggested that mutations in genes related to the TP53 pathway are required for mutant GCPs in Ptch1+/− mice to evade cell senescence in preneoplastic lesions to form tumors (37), raising the question of whether GCPs located in the posterior/ventral H are more susceptible to secondary mutations that cause senescence evasion. It is likely that SHH-MBs preferentially develop in the posterior/ventral H due to a combination of spatially restricted intrinsic factors, additional mutations, and potentially different environmental cues.
Our study provides experimental evidence that the type of activating mutation modulates tumor biology. Interestingly, we found in humans that different HH-pathway activating driver mutations and to a lesser degree the age of tumor presentation appear to influence tumor location. Although SUFU mutations are rare and mainly occur in the infant age group (3), the two infant SUFU-mutant MB samples we analyzed were located in the V. Notably, in the five samples with a SMO mutation, all four adult tumors were located in the H and the one infant tumor was located in the V. In contrast, tumors with a PTCH1 mutation were preferentially located in the H for both infant and adult patients (five of seven in infant and five of nine in adult). Consistent with the human data, in our mouse models, activating HH signaling through two different mutations resulted in differences in GCP behavior and tumor biology, as SmoM2 maintains mutant GCPs in an undifferentiated state to a greater extent than loss-of-Ptch1 at both P8 and P21. Compensation by Ptch2 for loss-of Ptch1 might contribute to the milder phenotype compared with expression of SmoM2 (38). Moreover, because differentiated neurons have been shown to secrete cytokines that promote growth in SHH-MB and other cancers (39, 40), perhaps the higher differentiation seen in A-M-Ptch mice accounts for some tumors forming in the V. In addition, each type of mutation could interact distinctly with location-specific properties of GCPs, thus resulting in different tumor progression profiles.
In summary, our study demonstrates that SHH-MBs driven by either SmoM2 or loss-of-Ptch1 mutations have different tumor biology. Furthermore, GCPs are heterogeneous and their response to activated HH signaling is dictated by the type of mutation and the cell location. Our findings provide experimental evidence in mouse models that SHH-MB is not a single disease, and emphasize the need for further research to decipher the full extent of diversity of GCPs and their impact on MB tumorigenesis.
Materials and Methods
All animal experiments were performed with the approval of the Institutional Animal Care and Use Committees at Memorial Sloan Kettering Cancer Center and the New York University School of Medicine. Details of experimental methods and statistical analyses are included in SI Materials and Methods. Significance was determined as P < 0.05.
Supplementary Material
Acknowledgments
We thank past and present members of the A.L.J. laboratory for discussions and technical help; Elyn Riedel for consultation on statistical approaches; and Synphen Wu for comments on the manuscript. This work was supported by NIH Grants R01CA192176 and R37MH085726 (to A.L.J.); the National Brain Tumor Society (A.L.J.); Memorial Sloan Kettering Cancer Center (MSKCC) Geoffrey Beene Cancer Research Center Grant 21680 (to A.L.J.); MSKCC Brain Tumor Center and Philippe Foundation (A.W.); and National Cancer Institute Cancer Center Support Grant P30 CA008748-48.
Footnotes
The authors declare no conflict of interest.
This article is a PNAS Direct Submission.
Data deposition: The data reported in this paper have been deposited in the Gene Expression Omnibus (GEO) database, https://www.ncbi.nlm.nih.gov/geo (accession no. GSE110932).
This article contains supporting information online at www.pnas.org/lookup/suppl/doi:10.1073/pnas.1717815115/-/DCSupplemental.
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