Case-based similar image retrieval for weakly annotated large histopathological images of malignant lymphoma using deep metric learning.

In the present study, we propose a novel case-based similar image retrieval (SIR) method for hematoxylin and eosin (H&E) stained histopathological images of malignant lymphoma. When a whole slide image (WSI) is used as an input query, it is desirable to be able to retrieve similar cases by focusing on image patches in pathologically important regions such as tumor cells. To address this problem, we employ attention-based multiple instance learning, which enables us to focus on tumor-specific regions when the similarity between cases is computed. Moreover, we employ contrastive distance metric learning to incorporate immunohistochemical (IHC) staining patterns as useful supervised information for defining appropriate similarity between heterogeneous malignant lymphoma cases. In the experiment with 249 malignant lymphoma patients, we confirmed that the proposed method exhibited higher evaluation measures than the baseline case-based SIR methods. Furthermore, the subjective evaluation by pathologists revealed that our similarity measure using IHC staining patterns is appropriate for representing the similarity of H&E stained tissue images for malignant lymphoma.

Development of an Antigen Delivery System for a B Cell-Targeted Vaccine as an Alternative to Dendritic Cell-Targeted Vaccines.

Vaccines have contributed to the prevention of infectious diseases for a long time. Pathogen-derived antigens and adjuvants in vaccine formulations stimulate immune cells to elicit humoral and cellular immune responses against pathogens. Achieving highly immune responses with decreased adverse effects requires the development of a system that can deliver antigens to specific immune cells. Dendritic cells (DCs) are well-known professional antigen presenting cells (APCs) that initiate acquired immune responses by presenting antigens to T cells. Accordingly, DC-targeted vaccines have been investigated and applied in clinical trials for the treatment of infectious diseases and for chronic diseases such as cancers. In addition to DCs, B lymphocytes are regarded as professional APCs despite their primary role in humoral immunity. Therefore, B cell-targeted vaccines are also expected to elicit both humoral and cellular immune responses. In this review we summarize the basic functions of DCs and B cells as APCs. We also provide information on DC and B cell targeted vaccines in preclinical and clinical settings. Finally, we introduce our novel antigen delivery system that targets splenic marginal zone B cells and the ability of this system to act as a novel vaccine that elicits both humoral and cellular immune responses.

Increasing Tumor Extracellular pH by an Oral Alkalinizing Agent Improves Antitumor Responses of Anti-PD-1 Antibody: Implication of Relationships between Serum Bicarbonate Concentrations, Urinary pH, and Therapeutic Outcomes.

Acidic extracellular pH (pHe) is characteristic of the tumor microenvironment. Several reports suggest that increasing pHe improves the response of immune checkpoint inhibitors in murine models. To increase pHe, either sodium bicarbonate (NaHCO3) or citric acid/potassium-sodium citrate (KNa-cit) was chronically administered to mice. It is hypothesized that bicarbonate ions (HCO3-), produced from these alkalinizing agents in vivo, increased pHe in the tumor, and excess HCO3- eliminated into urine increased urinary pH values. However, there is little published information on the effect of changing serum HCO3- concentrations, urinary HCO3- concentrations and urinary pH values on the therapeutic outcomes of immunotherapy. In this study, we report that oral administration of either NaHCO3 or KNa-cit increased responses to anti-programmed cell death-1 (PD-1) antibody, an immune checkpoint inhibitor, in a murine B16 melanoma model. In addition, we report that daily oral administration of an alkalinizing agent increased blood HCO3- concentrations, corresponding to increasing the tumor pHe. Serum HCO3- concentrations also correlated with urinary HCO3- concentrations and urinary pH values. There was a clear relationship between urinary pH values and the antitumor effects of immunotherapy with anti-PD-1 antibody. Our results imply that blood HCO3- concentrations, corresponding to tumor pHe and urinary pH values, may be important factors that predict the clinical outcomes of an immunotherapeutic agent, when combined with alkalinizing agents such as NaHCO3 and KNa-cit.

Anti-PEG IgM production and accelerated blood clearance phenomenon after the administration of PEGylated exosomes in mice.

Recently, there is an increasing interest in exosomes or extracellular vesicles as potential candidates for delivering RNAs, proteins, genes, and anticancer agents. Engineering of exosome properties is rapidly evolving as a means of expanding exosome applications. PEGylation of exosomes is a technique used to improve their in vivo stability, circulation half-lives, and sometimes to allow the binding targeting ligands to the exosome exterior. According to FDA guidelines for the development of PEGylated proteins, immunological responses to PEGylated molecules and particles should be examined. In this study, we prepared PEGylated exosomes and investigated the production of anti-PEG IgM antibodies after single i.v. injections in mice. In addition, we monitored blood concentrations and tumor accumulation of a second dose of PEGylated exosomes administered after the initial dose. Single injections of PEGylated exosomes in mice induced anti-PEG IgM production in a T cell-dependent manner. The anti-PEG IgM production decreased when the injection dose of PEGylated exosomes was further increased. Anti-PEG IgM induced by injection of PEGylated exosomes decreased blood concentrations of a second dose of PEGylated exosomes and suppressed their tumor accumulation in a C26 murine colorectal cancer model. Initial injection doses of either PEGylated liposomes or PEGylated ovalbumin (PEG-OVA), both of them induced anti-PEG IgM production, also decreased the blood concentration of PEGylated exosomes. Interestingly, anti-PEG IgM induced by injection of PEGylated exosomes did not affect the blood concentration of PEG-OVA. These results imply the importance of monitoring anti-PEG IgM when repeat PEGylated exosome doses are required and/or when PEGylated exosomes are used together with other PEGylated therapeutics.

A Novel Platform for Cancer Vaccines: Antigen-Selective Delivery to Splenic Marginal Zone B Cells via Repeated Injections of PEGylated Liposomes.

Treating cancer with vaccines has been a challenge. In this study, we introduce a novel Ag delivery platform for cancer vaccines that delivers an encapsulated Ag to splenic marginal zone B (MZ-B) cells via the aid of a PEGylated liposome (PL) system. Splenic MZ-B cells have recently attracted interest as alternative APCs. In mice, preimmunization with empty (no Ag encapsulation) PLs triggered the efficient delivery of a subsequent dose of Ag-containing PLs, injected 3 d later, to the spleen compared with a single dose of Ag-containing PLs. In addition, immunization with empty PLs allowed three subsequent sequential injections of OVA-PLs to efficiently induce a CTL response against OVA-expressing murine thymoma (EG7-OVA) cells and resulted in in vivo growth inhibition of subsequently inoculated EG7-OVA cells. However, these sequential treatments require repeated immunizations to achieve their antitumor effect. Therefore, to improve the antitumor effect of our novel vaccine system, an adjuvant, α-galactosylceramide (αGC), was incorporated into the OVA-PLs (αGC/OVA-PLs). As expected, the incorporation of αGC reduced the required number of immunizations with OVA-PLs to the point that a single immunization treatment with empty PLs and an injection of αGC/OVA-PL efficiently triggered a potent CTL induction, resulting in a rejection of the development and a suppression of the growth of tumors that had already developed s.c. Results of this study indicate that a novel Ag delivery platform that grants efficient Ag delivery to splenic MZ-B cells shows promise as a therapeutic modality for conquering tumor growth and/or progression.