Musashi proteins are post-transcriptional regulators of the epithelial-luminal cell state

  1. Yarden Katz
  2. Feifei Li
  3. Nicole J Lambert
  4. Ethan S Sokol
  5. Wai-Leong Tam
  6. Albert W Cheng
  7. Edoardo M Airoldi
  8. Christopher J Lengner
  9. Piyush B Gupta
  10. Zhengquan Yu  Is a corresponding author
  11. Rudolf Jaenisch  Is a corresponding author
  12. Christopher B Burge  Is a corresponding author
  1. Massachusetts Institute of Technology, United States
  2. Whitehead Institute for Biomedical Research, United States
  3. China Agricultural University, China
  4. Harvard University, United States
  5. The Broad Institute, United States
  6. University of Pennsylvania, United States

Peer review process

This article was accepted for publication as part of eLife's original publishing model.

History

  1. Version of Record published
  2. Accepted Manuscript published
  3. Accepted
  4. Received

Decision letter

  1. Benjamin J Blencowe
    Reviewing Editor; University of Toronto,, Canada

eLife posts the editorial decision letter and author response on a selection of the published articles (subject to the approval of the authors). An edited version of the letter sent to the authors after peer review is shown, indicating the substantive concerns or comments; minor concerns are not usually shown. Reviewers have the opportunity to discuss the decision before the letter is sent (see review process). Similarly, the author response typically shows only responses to the major concerns raised by the reviewers.

Thank you for sending your work entitled “Musashi Proteins are Post-transcriptional Regulators of the Epithelial-luminal Cell State” for consideration at eLife. Your article has been favorably evaluated by James Manley (Senior editor), a Reviewing editor, and 2 reviewers.

The Reviewing editor and the two reviewers discussed their comments before we reached this decision, and the Reviewing editor has assembled the following comments to help you prepare a revised submission.

This manuscript addresses the function of Msi proteins, a class of RNA binding proteins for which little is known. The authors initially analyze tumour and normal tissue RNA-Seq data from the Cancer Genomic Atlas repository, as well as from cancer cell lines, to document changes between Msi expression and specific cancer/normal cell types. Ribosome profiling and RNA-sequencing analyses are then used to identify Msi mRNA targets. The results suggest that Msi functions in establishing epithelial status. An important finding is that Msi proteins inhibit the translation of the Notch ligand Jag, which plays an important role in EMT. An indirect role for Msi proteins in alternative splicing is also suggested. The data supporting the first set of observations and associated conclusions in the manuscript are extensive, well presented, and backed by statistical analyses. The second part of the manuscript documents cellular phenotypes associated with altered expression of Msi. While these data are less quantitative, overall they are consistent with the view that Msi contributes to establishing and maintaining the epithelial state in both cancerous and normal developmental contexts.

Main points:

1) Figure 1. The relationship between Msi expression and cancer is complex, as expression levels for these factors display increases and decreases within the same type of cancer, between different cancers, and there are also substantial differences between Msi1 and Msi2 expression. Given that tumors are typically highly heterogeneous and that epithelial tumor tissues are often contaminated with surrounding normal stromal/mesenchymal cells, do the above variations reflect this heterogeneity? While the subsequent analysis of cell lines partially addresses this issue, the authors should at least discuss that levels of Msi in tumour tissues may be more reflective of epithelial content than cancerous state.

2) It would be informative to use the Cancer Genomic Atlas data to compare expression levels of additional RBPs that have been linked to post-transcriptional regulatory programs associated with EMT/MET transitions, such as RBFOX2 and MBNLs. In this regard, the authors are referred to relevant work by Venables et al. (Mol Cell Biol. 2013 Jan;33(2):396-405), which should be referenced.

3) The authors' study would be strengthened by providing a more definitive functional link between one or more targets of Msi1/2 and epithelial state. For example, they could test whether Jag1 knockdown and/or over-expression rescues Msi manipulations in scratch wound (see below), or cell scatter assays in Figure 6A and C, respectively.

4) The authors should provide more information on how they define Msi translation targets. How many genes were considered as targets? What fraction of genes have 3' UTRs enriched in UAGs (in the 85% percentile range) that are not regulated by Msi?

5) The changes in splicing are proposed to be indirect, in large part because the bulk of Msi proteins are cytoplasmic. However, a possible direct role should be acknowledged in the absence of additional data.

6) It is an overstatement to say that Msi OE inhibits wound healing. Wound healing is a complex process that is tightly regulated and involves multiple layers of tissues acting in a coordinated way. To say that Msis inhibit wound healing may be taken to suggest that the authors have observed Msis actually acting in the process of wound healing rather than in the in vitro phenotypic scratch wound assay. The authors should change their language from “wound healing” to “migration”.

7) The authors should verify induction of EMT upon knock down of Msis in the cell scatter assays in Figure 6, and recovery of an epithelial phenotype upon Msi expression in the scratch assays.

8) Msi OE causes a slight delay in cell migration as it may also do to mammary ductal branching. The defect in mammary ductal branching is actually unclear (is it amplitude, number of branches?). Where possible, quantification should be applied. The authors propose that mammary gland development is a « a type of EMT ». References linking mammary development to EMT should be provided.

9) Typically, EMT has been linked to metastasis. It would be most relevant to test the impact of Msi OE on the metastatic potential of cancer cells injected into mice.

https://doi.org/10.7554/eLife.03915.024

Author response

Our primary new results are summarized below. We have:

1) Showed that knockdown of Msi1/Msi2 in luminal breast cancer cell lines decreases epithelial marker expression, and increases mesenchymal marker expression. We showed this using qRT-PCR for EMT markers, as suggested by reviewers. We additionally overexpressed Msi1 in a mesenchymal breast cancer cell line, which resulted in reduced mesenchymal marker expression and increased epithelial marker expression, supporting our model that Msi activation promotes an epithelial state.

2) Performed a transwell migration in a mesenchymal cancer cell line and showed that overexpression of Msi1 significantly hinders migration, consistent with Msi activation suppressing EMT.

3) Further explored regulation of Msi targets, by performing luciferase reporter assays for the Notch-ligand Jag1. We showed that knockdown of Msi1/Msi2 in 293T cells increases expression of the Jag1 3’ UTR reporter, supporting our model that Jag1 protein expression is regulated by Msi binding to its 3' UTR. This result not only further strengthens Msi’s role in regulating Jag1, but also demonstrates that this regulation is conserved in human cells. Finally, we showed that Msi2 overexpression in the healthy mouse mammary gland results in reduced Jag1 expression. Together, our results show that Msi proteins regulate Jag1 in mouse and human, and across distinct cell types (NSCs and mammary epithelial cells).

4) Extended our computational analyses to other EMT-associated RNA-binding proteins in the TCGA dataset, as suggested by reviewers, and clarified our methods of analysis.

5) Quantified the ductal branching phenotype in mammary glands of Msi2 overexpressing mice.

Main points:

1) Figure 1. The relationship between Msi expression and cancer is complex, as expression levels for these factors display increases and decreases within the same type of cancer, between different cancers, and there are also substantial differences between Msi1 and Msi2 expression. Given that tumors are typically highly heterogeneous and that epithelial tumor tissues are often contaminated with surrounding normal stromal/mesenchymal cells, do the above variations reflect this heterogeneity? While the subsequent analysis of cell lines partially addresses this issue, the authors should at least discuss that levels of Msi in tumour tissues may be more reflective of epithelial content than cancerous state.

We agree that tumor heterogeneity is an important issue that should be discussed and we have added text discussing the possibility that increased Musashi levels may reflect the higher content of epithelial cells in certain tumors.

2) It would be informative to use the Cancer Genomic Atlas data to compare expression levels of additional RBPs that have been linked to post-transcriptional regulatory programs associated with EMT/MET transitions, such as RBFOX2 and MBNLs. In this regard, the authors are referred to relevant work by Venables et al. (Mol Cell Biol. 2013 Jan;33(2):396-405), which should be referenced.

We examined the expression of RBFOX2 and MBNL1 in breast cancer tumors from TCGA. Consistent with the findings of Venables et. al. (2013), we observed that both RBFOX2 and MBNL1 are more highly expressed in basal tumors compared with the epithelial-luminal tumor subtypes. These data are shown in Figure 2–figure supplement 2, and we have added a citation of Venables et. al. 2013 to the text.

3) The authors' study would be strengthened by providing a more definitive functional link between one or more targets of Msi1/2 and epithelial state. For example, they could test whether Jag1 knockdown and/or over-expression rescues Msi manipulations in scratch wound (see below), or cell scatter assays in Figure 6A and C, respectively.

We have directly tested the link between Msi and Jag1 using luciferase reporters. We showed that translation of a reporter with the Jag1 3' UTR is enhanced by knockdown of Msi1/Msi2 in 293T cells. These experiments strengthen the link between Msi and Jag1 and also demonstrate that the regulation of Jag1 by Msi is conserved in human cells. The responses to MPs 7 & 8 below provide more information. In addition, we now show that Jag1 protein expression is reduced in mouse mammary glands following overexpression of Msi2.

4) The authors should provide more information on how they define Msi translation targets. How many genes were considered as targets? What fraction of genes have 3' UTRs enriched in UAGs (in the 85% percentile range) that are not regulated by Msi?

We have included more information in the manuscript on how translational targets were defined using filters to eliminate genes with low read coverage or large mRNA level changes and requiring a minimum 3-fold change in TE. The majority of genes containing the UAG motif in the 3' UTR are not translationally regulated by Msi in NPCs, since only a small number of genes were differentially translated, while the UAG motif is relatively common in 3' UTR regions. For example, only 39 genes in were differentially expressed in the Msi1 overexpression experiments, out of which only a handful of genes showed very large changes in TE. It is possible that co-factors are required in vivo for Msi to affect translation following binding to the mRNA, or that other RNA-binding factors outcompete Msi protein for binding. The molecular mechanism underlying Musashi-dependent translational control and the nature of any co-factors involved are not known.

5) The changes in splicing are proposed to be indirect, in large part because the bulk of Msi proteins are cytoplasmic. However, a possible direct role should be acknowledged in the absence of additional data.

We agree that we cannot exclude based on current data that Msi proteins directly affect splicing and have added this point to the Discussion.

6) It is an overstatement to say that Msi OE inhibits wound healing. Wound healing is a complex process that is tightly regulated and involves multiple layers of tissues acting in a coordinated way. To say that Msis inhibit wound healing may be taken to suggest that the authors have observed Msis actually acting in the process of wound healing rather than in the in vitro phenotypic scratch wound assay. The authors should change their language from “wound healing” to “migration”.

We agree with the reviewers that “migration” is more precise than “wound healing” given our data. We have changed the text to use “migration” in place of “wound healing”, and used a new assay to specifically test migration (see response to MPs 7 & 8 below).

7) The authors should verify induction of EMT upon knock down of Msis in the cell scatter assays in Figure 6, and recovery of an epithelial phenotype upon Msi expression in the scratch assays.

Response is combined with response to main point 8 below.

8) Msi OE causes a slight delay in cell migration as it may also do to mammary ductal branching. The defect in mammary ductal branching is actually unclear (is it amplitude, number of branches?). Where possible, quantification should be applied. The authors propose that mammary gland development is a « a type of EMT ». References linking mammary development to EMT should be provided.

Response to MPs #7 and #8. We verified induction of EMT upon knockdown of Msis in cancer cell lines, where the EMT transition is most relevant. Our new data (Figure 6) show that epithelial markers are generally downregulated while mesenchymal markers are upregulated upon knockdown of Msis in an epithelial cancer cell line. To further solidify this connection, we overexpressed Msi1 in a mesenchymal cell line (MDAMB231) where Msi1 levels were initially extremely low. We found that Msi1 overexpression led to a decrease in mesenchymal markers and an increase in epithelial markers, consistent with our model that Msi proteins promote an epithelial state. To address reviewer comments regarding cell migration, we performed a migration transwell assay in breast cancer cell lines. We found that overexpression of Msi1 in the mesenchymal cell line LM2 (a derivative of MDAMB231) strongly impaired migration in the transwell assay (Figure 6D). These migration assays are more quantitative and controlled than the scratch assay we performed previously, and we feel that the use of breast cancer cell lines for migration analysis is particularly relevant, given the roles for EMT in breast cancer.

We added quantitation and additional explanation of the mammary ductal branching phenotype that occurs upon Msi2 overexpression (Figure 7–figure supplement 1). The results show that Msi2 overexpression reduces the number of ductal branch points by approximately twofold at both 4 weeks and 7 weeks following induction of Msi2 (both P < 0.01 by t-test), and that Msi2 overexpression also delays ductal branch growth (P < 0.01 at 4 weeks, but indistinguishable from control at 7 weeks).

9) Typically, EMT has been linked to metastasis. It would be most relevant to test the impact of Msi OE on the metastatic potential of cancer cells injected into mice.

We agree that it would be worthwhile to investigate the impact of Musashi proteins on metastasis in vivo, but we feel that this is beyond the scope of our manuscript. While we have linked Musashi proteins to regulation of the epithelial state and EMT in cancer (through functional analysis of cancer cell lines and computational analysis of TCGA data), and in normal development (through in vivo analyses of healthy mammary gland development), we do not directly address metastasis in this work. We have been careful not to imply in the text that our work bears directly on metastasis, or that the role of Musashi proteins in cancer occurs through their effect on metastatic processes. We believe that our results on the regulation of the epithelial state (and of EMT in a healthy mammary gland context) have consequences that are significant independent of possible effects on metastasis, and may not directly bear on metastasis. In some cancers like glioblastoma, where Msis are highly expressed, metastases are rare. In breast cancer, highly proliferative epithelial tumors (like Luminal B type tumors) can be aggressive and harmful to patients without possessing the mesenchymal properties that lead to metastases. Therefore, we feel that potential links to metastasis are very worthwhile to explore, but are not essential to the conclusions of this paper.

https://doi.org/10.7554/eLife.03915.025

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  1. Yarden Katz
  2. Feifei Li
  3. Nicole J Lambert
  4. Ethan S Sokol
  5. Wai-Leong Tam
  6. Albert W Cheng
  7. Edoardo M Airoldi
  8. Christopher J Lengner
  9. Piyush B Gupta
  10. Zhengquan Yu
  11. Rudolf Jaenisch
  12. Christopher B Burge
(2014)
Musashi proteins are post-transcriptional regulators of the epithelial-luminal cell state
eLife 3:e03915.
https://doi.org/10.7554/eLife.03915

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https://doi.org/10.7554/eLife.03915