Development of antigen-prediction algorithm for personalized neoantigen vaccine using human leukocyte antigen transgenic mouse.

Immunotherapy is currently recognized as the fourth modality in cancer therapy. CTL can detect cancer cells via complexes involving human leukocyte antigen (HLA) class I molecules and peptides derived from tumor antigens, resulting in antigen-specific cancer rejection. The peptides may be predicted in silico using machine learning-based algorithms. Neopeptides, derived from neoantigens encoded by somatic mutations in cancer cells, are putative immunotherapy targets, as they have high tumor specificity and immunogenicity. Here, we used our pipeline to select 278 neoepitopes with high predictive "SCORE" from the tumor tissues of 46 patients with hepatocellular carcinoma or metastasis of colorectal carcinoma. We validated peptide immunogenicity and specificity by in vivo vaccination with HLA-A2, A24, B35, and B07 transgenic mice using ELISpot assay, in vitro and in vivo killing assays. We statistically evaluated the power of our prediction algorithm and demonstrated the capacity of our pipeline to predict neopeptides (area under the curve = 0.687, P < 0.0001). We also analyzed the potential of long peptides containing the predicted neoepitopes to induce CTLs. Our study indicated that the short peptides predicted using our algorithm may be intrinsically present in tumor cells as cleavage products of long peptides. Thus, we empirically demonstrated that the accuracy and specificity of our prediction tools may be potentially improved in vivo using the HLA transgenic mouse model. Our data will help to design feedback algorithms to improve in silico prediction, potentially allowing researchers to predict peptides for personalized immunotherapy.

Endosomes are specialized platforms for bacterial sensing and NOD2 signalling.

The detection of microbial pathogens involves the recognition of conserved microbial components by host cell sensors such as Toll-like receptors (TLRs) and NOD-like receptors (NLRs). TLRs are membrane receptors that survey the extracellular environment for microbial infections, whereas NLRs are cytosolic complexes that detect microbial products that reach the cytosol. Upon detection, both sensor classes trigger innate inflammatory responses and allow the engagement of adaptive immunity. Endo-lysosomes are the entry sites for a variety of pathogens, and therefore the sites at which the immune system first senses their presence. Pathogens internalized by endocytosis are well known to activate TLRs 3 and 7-9 that are localized to endocytic compartments and detect ligands present in the endosomal lumen. Internalized pathogens also activate sensors in the cytosol such as NOD1 and NOD2 (ref. 2), indicating that endosomes also provide for the translocation of bacterial components across the endosomal membrane. Despite the fact that NOD2 is well understood to have a key role in regulating innate immune responses and that mutations at the NOD2 locus are a common risk factor in inflammatory bowel disease and possibly other chronic inflammatory states, little is known about how its ligands escape from endosomes. Here we show that two endo-lysosomal peptide transporters, SLC15A3 and SLC15A4, are preferentially expressed by dendritic cells, especially after TLR stimulation. The transporters mediate the egress of bacterially derived components, such as the NOD2 cognate ligand muramyl dipeptide (MDP), and are selectively required for NOD2 responses to endosomally derived MDP. Enhanced expression of the transporters also generates endosomal membrane tubules characteristic of dendritic cells, which further enhanced the NOD2-dependent response to MDP. Finally, sensing required the recruitment of NOD2 and its effector kinase RIPK2 (refs 8, 9) to the endosomal membrane, possibly by forming a complex with SLC15A3 or SLC15A4. Thus, dendritic cell endosomes are specialized platforms for both the lumenal and cytosolic sensing of pathogens.

Influenza A virus infection of human primary dendritic cells impairs their ability to cross-present antigen to CD8 T cells.

Influenza A virus (IAV) infection is normally controlled by adaptive immune responses initiated by dendritic cells (DCs). We investigated the consequences of IAV infection of human primary DCs on their ability to function as antigen-presenting cells. IAV was internalized by both myeloid DCs (mDCs) and plasmacytoid DCs but only mDCs supported viral replication. Although infected mDCs efficiently presented endogenous IAV antigens on MHC class II, this was not the case for presentation on MHC class I. Indeed, cross-presentation by uninfected cells of minute amounts of endocytosed, exogenous IAV was -300-fold more efficient than presentation of IAV antigens synthesized by infected cells and resulted in a statistically significant increase in expansion of IAV-specific CD8 T cells. Furthermore, IAV infection also impaired cross-presentation of other exogenous antigens, indicating that IAV infection broadly attenuates presentation on MHC class I molecules. Our results suggest that cross-presentation by uninfected mDCs is a preferred mechanism of antigen-presentation for the activation and expansion of CD8 T cells during IAV infection.

Enhancing Mass spectrometry-based tumor immunopeptide identification: machine learning filter leveraging HLA binding affinity, aliphatic index and retention time deviation.

Accurately identifying neoantigens is crucial for developing effective cancer vaccines and improving tumor immunotherapy. Mass spectrometry-based immunopeptidomics has emerged as a promising approach to identifying human leukocyte antigen (HLA) peptides presented on the surface of cancer cells, but false-positive identifications remain a significant challenge. In this study, liquid chromatography-tandem mass spectrometry-based proteomics and next-generation sequencing were utilized to identify HLA-presenting neoantigenic peptides resulting from non-synonymous single nucleotide variations in tumor tissues from 18 patients with renal cell carcinoma or pancreatic cancer. Machine learning was utilized to evaluate Mascot identifications through the prediction of MS/MS spectral consistency, and four descriptors for each candidate sequence: the max Mascot ion score, predicted HLA binding affinity, aliphatic index and retention time deviation, were selected as important features in filtering out identifications with inadequate fragmentation consistency. This suggests that incorporating rescoring filters based on peptide physicochemical characteristics could enhance the identification rate of MS-based immunopeptidomics compared to the traditional Mascot approach predominantly used for proteomics, indicating the potential for optimizing neoantigen identification pipelines as well as clinical applications.

Two-step movement of tsunami boulders unveiled by modified viscous remanent magnetization and radiocarbon dating.

Massive boulders in landslide and tsunami deposits are prominent geomorphic features in various landscapes. Tracking their movement history is important for reconstructing past geologic dynamics; however, the reworking movements of massive boulders remain unresolved. The boulder field on the Ishigaki Island was formed by repeated tsunamis. Although the individual movement histories of boulders contribute to retrodict the history of different magnitude tsunamis, their radiocarbon ages only correspond to the tsunamis that detached boulders from the reef. Viscous remanent magnetization dating methods have been applied in reworking movements. These methods reveal signals associated with remanent magnetization that gradually grew since the reworking event, which helps to determine the passage of time. The methods were verified by comparison to the radiocarbon ages of un-reworked boulders detached by the recent Meiwa tsunami, while the estimated ages of such two boulders based on the classical relaxation theory contradicted the radiocarbon ages. Here, we show that a method based on the stretched exponential function addressed this contradiction. The reworking movement was estimated using an additional boulder, whose, using our method, radiocarbon age indicated that an older tsunami moved it, whereas the remanent magnetization age unveiled a reworking of the boulder attributed to the Meiwa tsunami.

[A case of castration-refractory prostate cancer showing marked decrease of serum PSA level after zoledronic acid treatment with estramustine phosphate and prednisolone].

A 66-year-old man was referred to our outpatient clinic for an elevated serum prostatic-specific antigen (PSA 4,319 ng/ mL). Magnetic resonance imaging (MRI) showed multiple metastatic lesions in the bones. The patient had received androgen deprivation therapy, but six months after treatment, he was diagnosed as having prostate cancer refractory to hormones. Combined treatment with docetaxel (DOC 30 mg/m²/week )and estramustine phosphate (EMP 560 mg/day) was initiated as first-line chemotherapy, but the treatment was discontinued because of side effects. Then, treatment with zoledronic acid was started(4 mg/4 weeks)and the PSA level decreased dramatically from 457.2 ng/mL to 5.5 ng/mL. Seven months after the diagnosis of CRPC, MRI showed a decrease ofbone metastases, and the PSA levels continued to decrease, eventually reaching 0.3 ng/mL. Zoledronic acid appears to not only show efficacy in preventing skeletal-related events, but has a potential antitumor effect in patients with metastatic CRPC.

A membrane-proximal region in the C-terminal tail of NHE7 is required for its distribution in the trans-Golgi network, distinct from NHE6 localization at endosomes.

Mammalian Na(+)/H(+) exchanger (NHE) isoform NHE6 is localized in sorting/recycling endosomes, whereas NHE7 is localized in the trans-Golgi network (TGN) and mid-trans-Golgi stacks. The mechanism targeting each NHE to a specific organelle is largely unknown, although the targeting is thought to be important for pH control in the lumen of various organelles. NHE6 and NHE7 exhibit distinct localization despite conserved amino acid sequences. To specify the intramolecular region involved in the specific localization, we examined the intracellular localization of chimeric NHE6 and NHE7 constructs. NHEs are composed of an N-terminal transmembrane domain (TM) and a C-terminal hydrophilic tail domain (Ct). Exchange of the Ct between the isoforms suggested that the Ct is required for the specific localization. We further split the Ct into three regions, and chimeras with various combinations of these small regions indicated that the most membrane-proximal region among the three contributes to the specific localization. Mutant forms of NHE7 with sequential alanine substitutions in the most membrane-proximal region, between residues 530 and 589, showed that two regions (residues 553-559 and 563-568) are required for NHE7-like localization. However, NHE6 with alanine substitutions in the membrane-proximal region exhibited no apparent change in localization. These results suggest that two membrane proximal regions (residues 533-559 and 563-568) play an important role in targeting NHE7 to the TGN.

Determination of Gemcitabine in Plasma of Bladder Cancer Patients by Hydrophilic Interaction Chromatography with Ultraviolet Detection.

Gemcitabine is a deoxycytidine analog that has been used for a broad spectrum of tumor, such as nonsmall-cell lung cancer, bladder cancer and pancreatic cancer. Because gemcitabine is hydrophilic, hydrophilic interaction liquid chromatography (HILIC), where analytes are retained on a polar column according to their hydrophilicity, should be adequate for separation analysis of gemcitabine. In the present study, we proposed a hydrophilic interaction chromatography with ultraviolet (HILIC-UV) method with liquid-liquid extraction and adding tetrahydrouridine to plasma samples for gemcitabine analysis of clinical samples with respect to daily and wide usage. The method successfully determined gemcitabine in 56 plasma samples of 30 unique patients. Mean plasma concentration of gemcitabine was 15.0 ± 6.0 µg/mL (mean ± standard deviation). The concentration range is consistent with the data from previous literatures. Our proposed HILIC-UV method is simple and easy handling, and is widely and clinically usable for determination of gemcitabine in human plasma.

Identification of Novel HLA Class II-Restricted Neoantigens Derived from Driver Mutations.

Neoantigens derived from tumor-specific genetic mutations might be suitable targets for cancer immunotherapy because of their high immunogenicity. In the current study, we evaluated the immunogenicity of 10 driver mutations that are frequently expressed in various cancers using peripheral blood mononuclear cells from healthy donors (n = 25). Of the 10 synthetic peptides (27-mer) derived from these mutations, the six peptides from KRAS-G12D, KRAS-G12R, KRAS-G13D, NRAS-Q61R, PIK3CA-H1047R, and C-Kit-D816V induced T cell responses, suggesting that frequent driver mutations are not always less immunogenic. In particular, immune responses to PIK3CA-H1047R, C-Kit-D816V, KRAS-G13D, and NRAS-Q61R were observed in more than 10% of the donors. All six peptides induced human leukocyte antigen (HLA) class II-restricted CD4⁺ T cell responses; notably, PIK3CA-H1047R contained at least two different CD4⁺ T cell epitopes restricted to different HLA class II alleles. In addition, PIK3CA-H1047R and C-Kit-D816V induced antigen-specific CD8⁺ T cells as well, indicating that they might contain both HLA class I- and class II-restricted epitopes. Since the identified neoantigens might be shared by patients with various types of cancers and are not easily lost due to immune escape, they have the potential to be promising off-the-shelf cancer immunotherapy targets in patients with the corresponding mutations.

Scanning magnetic microscope system utilizing a magneto-impedance sensor for a nondestructive diagnostic tool of geological samples.

We have developed a scanning magneto-impedance (MI) magnetic microscope to image surface stray magnetic fields of room-temperature geological samples with submillimeter resolution. The instrument consists of a small, 30 microm diameter, 5 mm length amorphous wire-based magneto- impedance (MI) sensor without any cooling mechanisms. The spacing between the sensor head and the sample was less than 300 microm. The length of the amorphous wire and sample-to-wire distance limits the spatial resolution. We have achieved a spatial resolution of 400 microm with a magnetic resolution of 10 nT. This instrument enables us to map a two-dimensional out-of-page component of a stray magnetic field of a natural remanent magnetization over a millimeter-thick slab of a primitive ordinary chondrite meteorite, documenting dipolelike features. A comparison of element mapping images with the stray field of the meteorites reveals what individual metals carry the dipolar remanences in the meteorites. These results suggest that the scanning MI microscope offers a room-temperature operable, small, low-maintenance alternative to the scanning SQUID microscope, and can aid in the interpretation of the magnetic remanence acquisition process of a meteorite.

Oligomerization of the Saccharomyces cerevisiae Na+/H+ antiporter Nha1p: implications for its antiporter activity.

The Na(+)/H(+) antiporter (Nha1p) from the budding yeast Saccharomyces cerevisiae plays an important role in intracellular pH and Na(+) homeostasis. Here, we show by co-precipitation of differently tagged Nha1p proteins expressed in the same cell that the yeast Nha1p l forms an oligomer. In vitro cross-linking experiments then revealed that Nha1p-FLAG is present in the membranes as a dimer. Differently tagged Nha1p proteins were also co-precipitated from sec18-1 mutant cells in which ER-to-Golgi traffic is blocked under non-permissive temperatures, suggesting that Nha1p may already dimerize in the ER membrane. When we over-expressed a mutant Nha1p with defective antiporter activity in cells that also express the wild-type Nha1p-EGFP fusion protein, we found impaired cell growth in highly saline conditions, even though the wild-type protein was appropriately expressed and localized correctly. Co-immunoprecipitation assays then showed the inactive Nha1p-FLAG mutant interacted with the wild-type Nha1p-EGFP protein. These results support the notion that Nha1p exists in membranes as a dimer and that the interaction of its monomers is important for its antiporter activity.

Characterization of the ion transport activity of the budding yeast Na+/H+ antiporter, Nha1p, using isolated secretory vesicles.

The Saccharomyces cerevisiae Nha1p, a plasma membrane protein belonging to the monovalent cation/proton antiporter family, plays a key role in the salt tolerance and pH regulation of cells. We examined the molecular function of Nha1p by using secretory vesicles isolated from a temperature sensitive secretory mutant, sec4-2, in vitro. The isolated secretory vesicles contained newly synthesized Nha1p en route to the plasma membrane and showed antiporter activity exchanging H+ for monovalent alkali metal cations. An amino acid substitution in Nha1p (D266N, Asp-266 to Asn) almost completely abolished the Na+/H+ but not K+/H+ antiport activity, confirming the validity of this assay system as well as the functional importance of Asp-266, especially for selectivity of substrate cations. Nha1p catalyzes transport of Na+ and K+ with similar affinity (12.7 mM and 12.4 mM), and with lower affinity for Rb+ and Li+. Nha1p activity is associated with a net charge movement across the membrane, transporting more protons per single sodium ion (i.e., electrogenic). This feature is similar to the bacterial Na+/H+ antiporters, whereas other known eukaryotic Na+/H+ antiporters are electroneutral. The ion selectivity and the stoichiometry suggest a unique physiological role of Nha1p which is distinct from that of other known Na+/H+ antiporters.

Two nuclear export signals specify the cytoplasmic localization of calcineurin B homologous protein 1.

We previously showed that calcineurin B homologous protein 1 (CHP1) interacts with nuclear apoptosis-inducing protein kinase DRAK2, and that overexpression of DRAK2 induces the nuclear accumulation of CHP1, although CHP1 usually resides in the cytoplasm [Matsumoto et al. (2001) J. Biochem. 130, 217-225]. Here we show that CHP1 has two functional nuclear export signal (NES) sequences in its carboxyl-terminal region. Treatment of several cell lines with leptomycin B, a specific inhibitor of CRM1-dependent nuclear export, induces the nuclear accumulation of CHP1. Moreover, CHP1-GFP fusion proteins with deletions or point mutations affecting the two putative NES sequences accumulate in the nucleus to a greater extent than wild-type CHP1-GFP. Tagging glutathione S-transferase-GFP fusion protein with each NES sequence caused a shift in their intracellular localization from all over the cells to the cytoplasm. These results suggest that after CHP1 has entered the nucleus, it is exported to the cytoplasm in an NES-dependent manner.

A conserved domain in the tail region of the Saccharomyces cerevisiae Na+/H+ antiporter (Nha1p) plays important roles in localization and salinity-resistant cell-growth.

The Saccharomyces cerevisiae Na(+)/H(+) antiporter Nha1p has a two-domain structure consisting of an N-terminal integral membrane region and a C-terminal cytoplasmic region. We previously identified six distinct cytoplasmic domains (C1-C6) conserved among yeast species and here we performed detailed structure-function analysis of the C1 domain (16 residues). Deletion of the C1 domain causes extensive inhibition of cell-growth under high salinity conditions. Mutants with single residue deletions or various amino acid substitutions affecting the C1 domain were analyzed with respect to salinity-dependent growth and Nha1p localization. The C1 domain was found to consist of two subdomains: (i) The first three N-proximal residues, which in conjunction with the integral membrane region play a crucial role in the targeting of Nha1p to the cytoplasmic membrane, and (ii) the portion between Leu-439 and Thr-449, which is not required for localization, but in which four residues (Gly-440, Arg-441, His-442, and Ile-446) affect salinity-sensitive cell-growth by possibly influencing the antiporter activity. Based on the overall similarity of the two-domain structure of Nha1p to that of mammalian Na(+)/H(+) antiporters, the functional importance of domains proximal to the membrane region is discussed.

The apoptosis-inducing protein kinase DRAK2 is inhibited in a calcium-dependent manner by the calcium-binding protein CHP.

Calcineurin homologous protein (CHP) is an EF-hand Ca(2+)-binding protein capable of interacting with various cellular proteins including Na(+)/H(+) exchangers, kinesin-related proteins, and apoptosis-inducing protein kinase DRAK2. We investigated the role of CHP on the DRAK2 protein kinase in vitro. CHP significantly reduced (approximately 85% inhibition) the kinase activity of DRAK2 for both autophosphorylation and phosphorylation of exogenous substrate (myosin light chain). The inhibitory effect of CHP was dependent on the presence of Ca(2+), whereas the interaction between CHP and DRAK2 was not Ca(2+)-dependent. These observations suggest that CHP negatively regulates the apoptosis-inducing protein kinase DRAK2 in a manner that depends on intracellular Ca(2+)-concentration.

KIF1Bbeta2, capable of interacting with CHP, is localized to synaptic vesicles.

Kinesin family proteins are microtubule-dependent molecular motors involved in the intracellular motile process. Using a Ca2+ -binding protein, CHP (calcineurin B homologous protein), as a bait for yeast two hybrid screening, we identified a novel kinesin-related protein, KIF1Bbeta2. KIF1Bbeta2 is a member of the KIF1 subfamily of kinesin-related proteins, and consists of an amino terminal KIF1B-type motor domain followed by a tail region highly similar to that of KIF1A. CHP binds to regions adjacent to the motor domains of KIF1Bbeta2 and KIF1B, but not to those of the other KIF1 family members, KIF1A and KIF1C. Immunostaining of neuronal cells showed that a significant portion of KIF1Bbeta2 is co-localized with synaptophysin, a marker protein for synaptic vesicles, but not with a mitochondria-staining dye. Subcellular fractionation analysis indicated the co-localization of KIF1Bbeta2 with synaptophysin. These results suggest that KIF1Bbeta2, a novel CHP-interacting molecular motor, mediates the transport of synaptic vesicles in neuronal cells.

Structurally and functionally conserved domains in the diverse hydrophilic carboxy-terminal halves of various yeast and fungal Na+/H+ antiporters (Nha1p).

Genes encoding the Na(+)/H(+) antiporter (Nha1p) from Candida tropicalis (C.t.), Hansenula anomala (H.a.) (also named Pichia anomala), and Aspergillus nidulans (A.n.) were cloned, and the nucleotide sequences were determined. The deduced primary sequences revealed highly conserved hydrophobic regions and rather diverse hydrophilic regions. Among the seven known Nha1p sequences, Schizosaccharomyces pombe (S.p.) Nha1p is exceptional in lacking the hydrophilic region. Within the diverse hydrophilic regions, we found six conserved regions (C1-C6). Expression of C.t. Nha1p in Saccharomyces cerevisiae (S.c.) cells lacking NHA1 and ENA1 (Na(+)-ATPase) complemented the salinity-sensitive phenotype, suggesting that C.t. Nha1p is functionally related to S.c. Nha1p. Expression of various truncated forms of the C-terminal half of S.c. and C.t. Nha1p showed essentially the same phenotype for both species: deletion of the C4-C6 region caused cell growth to be more resistant to high salinity than the wild type, suggesting an inhibitory function of these domains on the antiporter activity. However, complete loss of C1-C6 caused a severe growth defect under conditions of high salinity, suggesting a defect in antiporter activity. The DeltaC2-C6 form of C.t. Nha1p, containing only C1, restored the retarded cell growth at high salinity more than the control vector alone, but to a value lower than the wild type. These results suggest an essential role for C1 and an activating role of the C2-C3 region in the functional expression of Nha1. High expression of the DeltaC2-C6 form of S.c. Nha1p was toxic for yeast cells, although low expression was not, suggesting that the overexpression of C1 is toxic. The results in this study suggest that the diverse hydrophilic region of yeast and fungal Nha1p has six conserved domains with conserved functions in terms of expression of Nha1p activity.

Vortex magnetic structure in framboidal magnetite reveals existence of water droplets in an ancient asteroid.

The majority of water has vanished from modern meteorites, yet there remain signatures of water on ancient asteroids. How and when water disappeared from the asteroids is important, because the final fluid-concentrated chemical species played critical roles in the early evolution of organics and in the final minerals in meteorites. Here we show evidence of vestigial traces of water based on a nanometre-scale palaeomagnetic method, applying electron holography to the framboids in the Tagish Lake meteorite. The framboids are colloidal crystals composed of three-dimensionally ordered magnetite nanoparticles and therefore are only able to form against the repulsive force induced by the surface charge of the magnetite as a water droplet parches in microgravity. We demonstrate that the magnetites have a flux closure vortex structure, a unique magnetic configuration in nature that permits the formation of colloidal crystals just before exhaustion of water from a local system within a hydrous asteroid.

Antigen delivery to early endosomes eliminates the superiority of human blood BDCA3+ dendritic cells at cross presentation.

Human BDCA3(+) dendritic cells (DCs), the proposed equivalent to mouse CD8α(+) DCs, are widely thought to cross present antigens on MHC class I (MHCI) molecules more efficiently than other DC populations. If true, it is unclear whether this reflects specialization for cross presentation or a generally enhanced ability to present antigens on MHCI. We compared presentation by BDCA3(+) DCs with BDCA1(+) DCs using a quantitative approach whereby antigens were targeted to distinct intracellular compartments by receptor-mediated internalization. As expected, BDCA3(+) DCs were superior at cross presentation of antigens delivered to late endosomes and lysosomes by uptake of anti-DEC205 antibody conjugated to antigen. This difference may reflect a greater efficiency of antigen escape from BDCA3(+) DC lysosomes. In contrast, if antigens were delivered to early endosomes through CD40 or CD11c, BDCA1(+) DCs were as efficient at cross presentation as BDCA3(+) DCs. Because BDCA3(+) DCs and BDCA1(+) DCs were also equivalent at presenting peptides and endogenously synthesized antigens, BDCA3(+) DCs are not likely to possess mechanisms for cross presentation that are specific to this subset. Thus, multiple DC populations may be comparably effective at presenting exogenous antigens to CD8(+) T cells as long as the antigen is delivered to early endocytic compartments.