Person: Ji, Fei
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Publication PhyloGene server for identification and visualization of co-evolving proteins using normalized phylogenetic profiles
(Oxford University Press, 2015) Sadreyev, Ilyas R.; Ji, Fei; Cohen, Emiliano; Ruvkun, Gary; Tabach, YuvalProteins that function in the same pathways, protein complexes or the same environmental conditions can show similar patterns of sequence conservation across phylogenetic clades. In species that no longer require a specific protein complex or pathway, these proteins, as a group, tend to be lost or diverge. Analysis of the similarity in patterns of sequence conservation across a large set of eukaryotes can predict functional associations between different proteins, identify new pathway members and reveal the function of previously uncharacterized proteins. We used normalized phylogenetic profiling to predict protein function and identify new pathway members and disease genes. The phylogenetic profiles of tens of thousands conserved proteins in the human, mouse, Caenorhabditis elegans and Drosophila genomes can be queried on our new web server, PhyloGene. PhyloGene provides intuitive and user-friendly platform to query the patterns of conservation across 86 animal, fungal, plant and protist genomes. A protein query can be submitted either by selecting the name from whole-genome protein sets of the intensively studied species or by entering a protein sequence. The graphic output shows the profile of sequence conservation for the query and the most similar phylogenetic profiles for the proteins in the genome of choice. The user can also download this output in numerical form.
Publication Inhibiting Fungal Multidrug Resistance by Disrupting an Activator-Mediator Interaction
(2016) Nishikawa, Joy; Boeszoermenyi, Andras; Vale-Silva, Luis A.; Torelli, Riccardo; Posteraro, Brunella; Sohn, Yoo-Jin; Ji, Fei; Gelev, Vladimir; Sanglard, Dominique; Sanguinetti, Maurizio; Sadreyev, Ruslan; Mukherjee, Goutam; Bhyravabhotla, Jayaram; Buhrlage, Sara; Gray, Nathanael; Wagner, Gerhard; Naar, Anders; Arthanari, HaribabuPublication Tumor cells can follow distinct evolutionary paths to become resistant to epidermal growth factor receptor inhibition
(2016) Hata, Aaron; Niederst, Matthew J; Archibald, Hannah L; Gomez-Caraballo, Maria; Siddiqui, Faria M; Mulvey, Hillary E; Maruvka, Yosef; Ji, Fei; Bhang, Hyo-eun C; Radhakrishna, Viveksagar Krishnamurthy; Siravegna, Giulia; Hu, Haichuan; Raoof, Sana; Lockerman, Elizabeth; Kalsy, Anuj; Lee, Dana; Keating, Celina L; Ruddy, David A; Damon, Leah J; Crystal, Adam S; Costa, Carlotta; Piotrowska, Zofia; Bardelli, Alberto; Iafrate, Anthony; Sadreyev, Ruslan; Stegmeier, Frank; Getz, Gad; Sequist, Lecia; Faber, Anthony C; Engelman, Jeffrey AAlthough mechanisms of acquired resistance of EGFR mutant non-small cell lung cancers to EGFR inhibitors have been identified, little is known about how resistant clones evolve during drug therapy. Here, we observe that acquired resistance caused by the T790M gatekeeper mutation can occur either by selection of pre-existing T790M clones or via genetic evolution of initially T790M-negative drug tolerant cells. The path to resistance impacts the biology of the resistant clone, as those that evolved from drug tolerant cells had a diminished apoptotic response to third generation EGFR inhibitors that target T790M EGFR; treatment with navitoclax, an inhibitor of BCL-XL and BCL-2 restored sensitivity. We corroborated these findings using cultures derived directly from EGFR inhibitor-resistant patient tumors. These findings provide evidence that clinically relevant drug resistant cancer cells can both pre-exist and evolve from drug tolerant cells, and point to therapeutic opportunities to prevent or overcome resistance in the clinic.
Publication PAR-TERRA directs homologous sex chromosome pairing
(2017) Chu, Hsueh-Ping; Froberg, John; Kesner, Barry; Oh, Hyun Jung; Ji, Fei; Sadreyev, Ruslan; Pinter, Stefan F.; Lee, JeannieIn mammals, homologous chromosomes rarely pair outside of meiosis. An exception is the X-chromosome, which transiently pairs during X-chromosome inactivation (XCI). How two chromosomes find each other in 3D space is not known. Here, we reveal a required interaction between the X-inactivation center (Xic) and the telomere in mouse embryonic stem cells. The sub-telomeric, pseudoautosomal region (PAR) of both sex chromosomes (X,Y) also undergoes pairing. PAR transcribes a class of telomeric RNA, dubbed “PAR-TERRA”, which accounts for a vast majority of all TERRA transcripts. PAR-TERRA binds throughout the genome, including PAR and Xic. PAR-TERRA anchors the Xic to PAR, creating a “tetrad” of pairwise homologous interactions (Xic:Xic, PAR:PAR, Xic:PAR). Xic pairing occurs within the tetrad. Depleting PAR-TERRA abrogates pairing and blocks initiation of XCI, whereas autosomal PAR-TERRA induces ectopic pairing. We proposed a Constrained Diffusion Model in which PAR-TERRA creates an interaction hub to guide Xic homology searching during XCI.
Publication IGF2 mRNA binding protein-2 is a tumor promoter that drives cancer proliferation through its client mRNAs IGF2 and HMGA1
(eLife Sciences Publications, Ltd, 2017) Dai, Ning; Ji, Fei; Wright, Jason; Minichiello, Liliana; Sadreyev, Ruslan; Avruch, JosephThe gene encoding the Insulin-like Growth Factor 2 mRNA binding protein 2/IMP2 is amplified and overexpressed in many human cancers, accompanied by a poorer prognosis. Mice lacking IMP2 exhibit a longer lifespan and a reduced tumor burden at old age. Herein we show in a diverse array of human cancer cells that IMP2 overexpression stimulates and IMP2 elimination diminishes proliferation by 50–80%. In addition to its known ability to promote the abundance of Insulin-like Growth Factor 2/IGF2, we find that IMP2 strongly promotes IGF action, by binding and stabilizing the mRNA encoding the DNA binding protein HMGA1, a known oncogene. HMGA1 suppresses the abundance of IGF binding protein 2/IGFBP2 and Grb14, inhibitors of IGF action. IMP2 stabilization of HMGA1 mRNA plus IMP2 stimulated IGF2 production synergistically drive cancer cell proliferation and account for IMP2’s tumor promoting action. IMP2’s ability to promote proliferation and IGF action requires IMP2 phosphorylation by mTOR.
Publication Synergistic activity and heterogeneous acquired resistance of combined MDM2 and MEK inhibition in KRAS mutant cancers
(2017) Hata, Aaron; Rowley, Steve; Archibald, Hannah L; Gomez-Caraballo, Maria; Siddiqui, Faria M; Ji, Fei; Jung, Joonil; Light, Madelyn; Lee, Joon Sang; Debussche, Laurent; Sidhu, Sukhvinder; Sadreyev, Ruslan; Watters, James; Engelman, Jeffrey AThere are currently no effective targeted therapies for KRAS mutant cancers. Therapeutic strategies that combine MEK inhibitors with agents that target apoptotic pathways may be a promising therapeutic approach. We investigated combining MEK and MDM2 inhibitors as a potential treatment strategy for KRAS mutant non-small cell lung cancers and colorectal carcinomas that harbor wild-type TP53. The combination of pimasertib (MEK inhibitor) + SAR405838 (MDM2 inhibitor) was synergistic and induced the expression of PUMA and BIM, led to apoptosis and growth inhibition in vitro, and tumor regression in vivo. Acquired resistance to the combination commonly resulted from the acquisition of TP53 mutations, conferring complete resistance to MDM2 inhibition. In contrast, resistant clones exhibited marked variability in sensitivity to MEK inhibition, which significantly impacted sensitivity to subsequent treatment with alternative MEK inhibitor-based combination therapies. These results highlight both the potential promise and limitations of combining MEK and MDM2 inhibitors for treatment of KRAS mutant NSCLC and CRC.
Publication Inducible Histone K-to-M Mutations are Dynamic Tools to Probe the Physiological Role of Site-Specific Histone Methylation In Vitro and In Vivo
(Springer Science and Business Media LLC, 2019-10-28) Brumbaugh, Justin; Kim, Ik Soo; Ji, Fei; Huebner, Aaron; Di Stefano, Bruno; Schwarz, Benjamin A.; Charlton, Jocelyn; Coffey, Amy; Choi, Jiho; Walsh, Ryan M.; Schindler, Jeffrey W.; Anselmo, Anthony; Meissner, Alexander; Sadreyev, Ruslan; Bernstein, Bradley; Hock, Hanno; Hochedlinger, KonradDevelopment and differentiation are associated with profound changes to histone modifications, yet their in vivo function remains incompletely understood. Here, we generated mouse models expressing inducible histone H3 lysine-to-methionine mutants, which globally inhibit methylation at specific sites. Mice expressing H3K36M developed severe anemia with arrested erythropoiesis, a marked hematopoietic stem cell defect, and rapid lethality. By contrast, mice expressing H3K9M survived up to a year and showed expansion of multipotent progenitors, aberrant lymphopoiesis and thrombocytosis. Additionally, some H3K9M mice succumbed to aggressive T cell leukemia/lymphoma while H3K36M mutants exhibited differentiation defects in testis and intestine. Mechanistically, H3K36M and H3K9M reduced H3K36 and H3K9 trimethylation patterns genome-wide and altered chromatin accessibility and gene expression landscapes. Strikingly, discontinuation of transgene expression largely restored differentiation programs. Our work shows that individual chromatin modifications are required at several specific stages of differentiation and introduces powerful tools to interrogate their roles in vivo.