SUMMARY During microbial infection, responding CD8+ T lymphocytes differentiate into heterogeneous subsets that together provide immediate and durable protection. To elucidate the dynamic transcriptional changes that underlie this process, we applied a single-cell RNA sequencing approach and analyzed individual CD8+ T lymphocytes sequentially throughout the course of a viral infection in vivo. Our analyses revealed a striking transcriptional divergence among cells that had undergone their first division and identified previously unknown molecular determinants controlling CD8+ T lymphocyte fate specification. These findings suggest a model of terminal effector cell differentiation initiated by an early burst of transcriptional activity and subsequently refined by epigenetic silencing of transcripts associated with memory lymphocytes, highlighting the power and necessity of single-cell approaches.

T lymphocytes responding to microbial infection give rise to effector cells that mediate acute host defense and memory cells that provide long-lived immunity, but the fundamental question of when and how these cells arise remains unresolved. Here we combine single-cell gene expression analyses with machine-learning approaches to trace the transcriptional roadmap of individual CD8+ T lymphocytes throughout the course of an immune response in vivo. Gene expression signatures predictive of eventual fates could be discerned as early as the first T lymphocyte division and may be influenced by asymmetric partitioning of the interleukin-2 receptor during mitosis. These findings underscore the importance of single-cell analyses in understanding fate determination and provide new insights into the specification of divergent lymphocyte fates early during an immune response to microbial infection.

The vaccinia virus double-stranded RNA binding protein E3 has been demonstrated to inhibit the expression of cytokines, including beta interferon (IFN-␤) and tumor necrosis factor alpha (TNF-␣). However, few details regarding the molecular mechanisms of this inhibition have been described. Using real-time PCR arrays, we found that E3 suppressed the induction of a diverse array of cytokines representing members of the IFN, interleukin (IL), TNF, and transforming growth factor cytokine families. We discovered that the factor(s) responsible for the induction of IL-6, TNF-␣, and inhibin beta A (INHBA) was associated with the early and late phases of virus infection. In contrast, the factor(s) which regulates IFN-␤ induction was associated with the late phase of replication. We have found that expression of these cytokines can be induced by transfection of cells with RNA isolated from vaccinia virus-infected cells. Moreover, we provide evidence that E3 antagonizes both PKR-dependent and PKR-independent pathways to regulate cytokine expression. PKR-dependent activation of p38 and NF-B was required for vaccinia virus-induced INHBA expression, whereas induction of TNF-␣ required only PKR-dependent NF-B activation. In contrast, induction of IL-6 and IFN-␤ was largely PKR independent. IL-6 induction is regulated by NF-B, while IFN-␤ induction is mediated by IFN-␤ promoter stimulator 1 and IFN regulatory factor 3/NF-B. Collectively, these results indicate that E3 suppresses distinct but interlinked host signaling pathways to inhibit the expression of a diverse array of cytokines.

Cellular tropism of vaccinia virus (VACV) isVaccinia virus (VACV) is the prototypical member of the poxvirus family of large, complex, double-stranded DNA viruses (21). VACV has a very broad host range and is capable of infecting many vertebrate animal species. Its host range, however, can be significantly narrowed by deleting from its genome some of the so-called host range genes, the most important of which are E3L, K1L, and C7L (17). VACV mutants deleted of E3L (⌬E3L) or both K1L and C7L (⌬K1L⌬C7L) replicate abortively and express only a subset of viral genes in most mammalian cell lines (3, 24). These mutants are highly attenuated in animal hosts but are capable of eliciting immune responses, making them attractive vaccine vectors for infectious diseases and cancers (27,28). NYVAC, a VACV strain derived through deletion of 18 genes, including both K1L and C7L (27), has been used as the vector for an AIDS vaccine (2).The functions of E3L and the host factors that restrict the replication of the ⌬E3L mutant have been studied extensively. E3L encodes a 20-kDa and a 25-kDa protein that bind doublestranded RNA (dsRNA) and Z form DNA (6, 15). The E3 proteins antagonize the dsRNA-dependent protein kinase PKR (5), which exists as an inactive form in the cells and undergoes autophosphorylation and activation upon binding to dsRNA. The activated PKR phosphorylates the ␣ subunit of eukaryotic initiation factor 2 (eIF2␣), resulting in a block in protein translation at the initiation step. The infection of most mammalian cells by the ⌬E3L mutant leads to the activation of PKR and a block in translating viral mRNAs (16). The replication of the ⌬E3L mutant in nonpermissive HeLa cells can be rescued by silencing PKR expression (32), while its replication in permissive Huh7 (human hepatoma) cells can be blocked by upregulating PKR expression with interferon (IFN) treatment (1). In addition to affecting PKR, E3 has also been shown to inactivate IFN-stimulated gene 15 (ISG15) (14), another IFN effector that plays a role in host defense against VACV.Like the replication of the ⌬E3L mutant, the replication of the ⌬K1L⌬C7L mutant in nonpermissive HeLa cells is blocked at the translation of viral mRNA. However, the host factors that restrict the replication of the ⌬K1L⌬C7L mutant and the molecular functions of K1L or C7L remain a mystery. K1 and C7 share no amino acid sequence homology, but either K1L or C7L can complement the replication defect of the ⌬K1L⌬C7L mutant in most cell lines. The exception is rabbit RK13 cells, where K1L but not C7L can complement (24). K1L is present in only a few orthopoxviruses, while C7L or a functional homologue of C7L is present in almost all mammalian poxviruses (18). K1 comprises multiple ankyrin repeats, a protein motif that is involved in protein-ligand interaction. It was shown to prevent the degradation of IB␣ and to thus inhibit host . C7L has no homologue outside the poxvirus family, and its molecular function remains unknown. It may play a role in inhibiting cellular apoptosis in respons...

During an immune response against a microbial pathogen, activated naïve T lymphocytes give rise to effector cells that provide acute host defense and memory cells that provide long-lived immunity. It has been shown that T lymphocytes can undergo asymmetric division, enabling the daughter cells to inherit unequal amounts of fate-determining proteins and thereby acquire distinct fates from their inception. Here, we show that the absence of the atypical protein kinase C (aPKC) isoforms, PKCζ and PKCλ/ι, disrupts asymmetric CD8+ T lymphocyte division. These alterations were associated with aberrant acquisition of a ‘pre-effector’ transcriptional program, detected by single-cell gene expression analyses, in lymphocytes that had undergone their first division in vivo and enhanced differentiation toward effector fates at the expense of memory fates. Together, these results demonstrate a role for aPKC in regulating asymmetric division and the specification of divergent CD8+ T lymphocyte fates early during an immune response.

Immunological protection against microbial pathogens is dependent on robust generation of functionally diverse T lymphocyte subsets. Upon microbial infection, naïve CD4+ or CD8+ T lymphocytes can give rise to effector- and memory-fated progeny that together mediate a potent immune response. Recent advances in single-cell immunological and genomic profiling technologies have helped elucidate early and late diversification mechanisms that enable the generation of heterogeneity from single T lymphocytes. We discuss these findings here and argue that one such mechanism, asymmetric cell division, creates an early divergence in T lymphocyte fates by giving rise to daughter cells with a propensity towards the terminally differentiated effector or self-renewing memory lineages, with cell-intrinsic and -extrinsic cues from the microenvironment driving the final maturation steps.

Poxviruses are important human and animal pathogens that have evolved elaborate strategies for antagonizing host innate and adaptive immunity. The E3 protein of vaccinia virus, the prototypic member of the orthopoxviruses, functions as an inhibitor of innate immune signaling and is essential for vaccinia virus replication in vivo and in many human cell culture systems. However, the function of orthologues of E3 expressed by poxviruses of other genera with different host specificity remains largely unknown. In the present study, we characterized the E3 orthologues from sheeppox virus, yaba monkey tumor virus, swinepox virus, and myxoma virus for their ability to modulate protein kinase R (PKR) function, cytokine responses and virus pathogenicity. We found that the E3 orthologues of myxoma virus and swinepox virus could suppress PKR activation and interferon (IFN)-induced antiviral activities and restore the host range function of E3 in HeLa cells. In contrast, the E3 orthologues from sheeppox virus and yaba monkey tumor virus were unable to inhibit PKR activation. While the sheeppox orthologue was unable to restore the host range function of E3, the yaba monkey tumor virus orthologue partially restored E3-deficient vaccinia virus replication in HeLa cells, correlated with its ability to suppress IFN-induced antiviral activities. Moreover, poxvirus E3 orthologues show varying ability to inhibit the induction of antiviral and proinflammatory cytokines. Despite these in vitro results, none of the E3 orthologues tested was capable of restoring pathogenicity to E3-deficient vaccinia virus in vivo.

OTX2 is a potent oncogene that promotes tumor growth in Group 3 medulloblastoma. However, the mechanisms by which OTX2 represses neural differentiation are not well characterized. Here, we perform extensive multiomic analyses to identify an OTX2 regulatory network that controls Group 3 medulloblastoma cell fate. OTX2 silencing modulates the repressive chromatin landscape, decreases levels of PRC2 complex genes and increases the expression of neurodevelopmental transcription factors including PAX3 and PAX6 . Expression of PAX3 and PAX6 is significantly lower in Group 3 medulloblastoma patients and is correlated with reduced survival, yet only PAX3 inhibits self-renewal in vitro and increases survival in vivo. Single cell RNA sequencing of Group 3 medulloblastoma tumorspheres demonstrates expression of an undifferentiated progenitor program observed in primary tumors and characterized by translation/elongation factor genes. Identification of mTORC1 signaling as a downstream effector of OTX2-PAX3 reveals roles for protein synthesis pathways in regulating Group 3 medulloblastoma pathogenesis.