A universal method to analyze cellular internalization mechanisms via endocytosis without non-specific cross-effects.

Endocytosis is an essential biological process for nutrient absorption and intercellular communication; it can also be used to accelerate the cellular internalization of drug delivery carriers. Clarifying the cellular uptake mechanisms of unidentified endogenous and exogenous molecules and designing new effective drug delivery systems require an accurate, specific endocytosis analysis methodology. Therefore, we developed a method to specifically evaluate cellular internalization via three main endocytic pathways: clathrin- and caveolae-mediated endocytosis, and macropinocytosis. We first revealed that most known endocytosis inhibitors had no specific inhibitory effect or were cytotoxic. Second, we successfully established an alternative method using small interfering RNA to knock down dynamin-2 and caveolin-1, which are necessary for clathrin- and caveolae-mediated endocytosis, in HeLa cells. Third, we established another method to specifically analyze macropinocytosis using rottlerin on A431 cells. Finally, we validated the proposed methods by testing the cellular internalization of a biological molecule (insulin) and carriers (nanoparticles and cell-penetrating peptides). Through this study, we established versatile methods to precisely and specifically evaluate endocytosis of newly developed biopharmaceuticals or drug delivery systems.

Effect of Orally Ingested Water Containing H2-Filled Ultrafine Bubbles (UFBs) on Ethanol-Induced Oxidative Stress in Rats.

Ultrafine bubbles (UFBs), which are bubbles with diameters of less than 1 µm, are widely recognized for their ability to exist stably in liquid as a result of the effects of Brownian motion. In this study, we focused on hydrogen, known for its antioxidant potential, and explored the function of H2-filled UFBs, which encapsulate hydrogen, to determine their potential use as oral carriers for the delivery bioactive gases to living organisms. To this end, rats were orally administered ethanol to induce hepatic oxidative stress, and the effects of drinking H2-filled UFBs (H2 NanoGAS®) water for two weeks were evaluated to assess the reduction of oxidative stress. Continuous alcohol consumption was found to significantly increase the blood lipid peroxidation levels in the control group, confirming the induction of oxidative stress. An increase in blood lipid peroxidation was significantly inhibited by the consumption of concentrated H2 NanoGAS® (C-HN) water. Furthermore, the measurement of mitochondrial activity in the liver revealed that drinking H2 NanoGAS® water helped to maintain at a normal level and/or boosted the functional activity of the electron transport system in mitochondria affected by ethanol intake. To our knowledge, this study is the first to provide evidence for the use of orally ingested UFBs as carriers for the delivery gases to tissues, thereby exerting their physiological activity in the body. Our findings highlight the potential for the application of UFBs to various physiologically active gases and their utilization in the medical field in the future.

In Vivo Proof of Biological Safety and Physiological Effects of Orally Ingested Water Containing H2-Filled Ultrafine Bubbles (UFBs).

Owing to their unique physicochemical properties and diverse biological effects, ultrafine bubbles (UFBs) have recently been expected to be utilized for industrial and biological purposes. Thus, this study investigated the biological safety of UFBs in water for living beings in drinking the water with a view to future use in health sciences. In this study, we used H2-filled UFBs (NanoGAS®) that can hold hydrogen in the aqueous phase for a long time. Mice were randomly assigned to one of three groups: those receiving NanoGAS® water, reverse osmosis water, or natural mineral water, and they ingested it ad libitum for one month or three months. As a result, subchronic drinking of NanoGAS® water does not affect either the common blood biochemical parameters or the health of the organs and mucosal membranes. Our results, for the first time, scientifically demonstrated the biological safety of H2-filled UFBs water for subchronic oral consumption.

Comparative study of commercial protocols for high recovery of high-purity mesenchymal stem cell-derived extracellular vesicle isolation and their efficient labeling with fluorescent dyes.

The extracellular vesicles (EVs) derived from mesenchymal stem cells (MSCs) can be used as carriers for therapeutic molecules and drugs to target disordered tissues. This aimed to compare the protocols used for isolation of MSC-derived EVs by comparing EV collection conditions and three commercial purification kits. We also determined appropriate fluorescent dyes for labeling EVs. MSC-derived EVs were efficiently secreted during cell growth and highly purified by the phosphatidyl serine-based affinity kit. Although the EV membrane was more efficiently labeled with the fluorescent dye PKH67 compared to other probes, the efficiency was not enough to accurately analyze the endothelial cellular uptake of EVs. Results verified the easy protocol for isolating and fluorescently labeling EVs with commercial reagents and kits, but meanwhile, further modification of the protocol is required in order to scale up the amount of EVs derived from MSCs using fluorescent probes.

Evaluation of Cell-Penetrating Peptides as Versatile, Effective Absorption Enhancers: Relation to Molecular Weight and Inherent Epithelial Drug Permeability.

PURPOSE: The poor permeability of new drug candidates across intestinal epithelial membranes complicates their development in oral form. This study investigated the potential of cell-penetrating peptides (CPPs) to improve the intestinal permeation and absorption of low-permeable low-molecular-weight (low-MW) drugs. METHODS: The in vitro epithelial permeation of six different drugs (metformin, risedronate, zanamivir, methotrexate [MTX], tacrolimus, and vincristine [VCR]) across Caco-2 cell monolayers was examined in the presence and absence of L- or D-penetratin, and the correlation between permeation enhancement efficiency and the properties of tested drugs was analyzed. In addition, a rat closed ileal loop absorption study was conducted to determine the in vivo effects of penetratin. RESULTS: MTX and VCR efficiently permeated Caco-2 monolayers in the presence of L- and D-penetratin, suggesting that CPPs enhanced the epithelial permeation of drugs with relatively high molecular weight and resultant limited intrinsic permeability. The in vivo rat closed ileal loop absorption study revealed the stimulatory effect of L- and D-penetratin on the intestinal absorption of MTX and VCR. CONCLUSIONS: CPPs are useful as oral absorption enhancers for low-permeable drugs.

Exploration of the Key Factors for Optimizing the in Vivo Oral Delivery of Insulin by Using a Noncovalent Strategy with Cell-Penetrating Peptides.

This present study aimed to determine the optimal oral insulin delivery conditions that would maximize the utility of cell-penetrating peptides (CPPs) by using a noncovalent strategy. We first compared the effectiveness of two potential CPPs, penetratin and its analog PenetraMax, as absorption enhancers for insulin. The combined effect was evaluated under in vivo oral administration conditions. Both D-forms of CPPs were highly effective for increasing the oral absorption of insulin, and D-PenetraMax showed a more rapid onset of absorption enhancement effects compared with those of D-penetratin. However, synergistic absorption enhancement effects after combination treatment were not observed. Next, we tried a theoretical approach to establish optimized oral insulin delivery conditions. A surface plasmon resonance (SPR)-based analysis demonstrated that binding between insulin and penetratin (2 mM) might be saturated at 100-500 µM penetratin, while the bound concentration of penetratin could increase in accordance with an increased concentration of mixed insulin. To test this hypothesis, we investigated the effectiveness of different insulin doses in the gastric pH-neutralized mice. The results showed that the dissociation of noncovalent complexes of insulin and CPPs at the low gastric pH was prevented in these mice. Our findings clearly suggested that a noncovalent strategy with CPPs represents an effective approach for the L-form of CPP to increase the concentration of CPP-bound insulin to attain greater absorption of insulin, although this approach may not be appropriate for the D-form of CPP. Our findings will contribute to the development of oral dosage forms of insulin for noncovalent strategies involving CPP.

Noncovalent Strategy with Cell-Penetrating Peptides to Facilitate the Brain Delivery of Insulin through the Blood-Brain Barrier.

To overcome the difficulty in delivery of biopharmaceuticals such as peptides and proteins to the brain, several approaches combining the ligands and antibodies targeting the blood-brain barrier (BBB) have been tried. However, these are inefficient in terms of their permeability through the BBB and structural modification of bioactive drugs. In the present study, we therefore examined the usefulness of a noncovalent method using the cell-penetrating peptides (CPPs) such as octaarginine (R8) as a suitable brain delivery strategy for biopharmaceuticals. A safety examination using microvascular endothelial model bEnd.3 cells clarified that R8 was the safest among the CPPs tested in this study. The cellular uptake study demonstrated that coincubation with R8 enhanced the uptake of model peptide drug insulin by bEnd.3 cells in a concentration-dependent and a temperature-independent manner. Furthermore, an in vivo study with rats showed that the accumulation of insulin in the deeper region of the brain, i.e., hippocampus, significantly increased after the intravenous coadministration of insulin with D-R8 without altering the insulin disposition in plasma. Thus, the present study provided the first evidence suggesting that the noncovalent method with CPPs is one of the strategic options for brain delivery of biopharmaceuticals via intravenous injection.

Combination Strategy with Complexation Hydrogels and Cell-Penetrating Peptides for Oral Delivery of Insulin.

In previous studies we showed that the complexation hydrogels based in poly(methacrylic acid-g-ethylene glycol) [P(MAA-g-EG)] rapidly release insulin in the intestine owing to their pH-dependent complexation properties; they also exhibit a high insulin-loading efficiency, enzyme-inhibiting properties, and mucoadhesive characteristics. Cell-penetrating peptides (CPPs), such as oligoarginines [hexa-arginine (R6), comprising six arginine residues], have been employed as useful tools for the oral delivery of therapeutic macromolecules. The aim of our study was to investigate the combination strategy of using P(MAA-g-EG) hydrogels with R6-based CPPs to improve the intestinal absorption of insulin. A high efficiency of loading into crosslinked P(MAA-g-EG) hydrogels was observed for insulin (96.1±1.4%) and R6 (46.6±3.8%). In addition, immediate release of the loaded insulin and R6 from these hydrogels was observed at pH 7.4 (80% was released in approximately 30 min). Consequently, a strong hypoglycemic response was observed (approximately 18% reduction in blood glucose levels) accompanied by an improvement in insulin absorption after the co-administration of insulin-loaded particles (ILP) and R6-loaded particles (ALP) into closed rat ileal segments compared with that after ILP administration alone. These results indicate that the combination of P(MAA-g-EG) hydrogels with CPPs may be a promising strategy for the oral delivery of various insulin preparations as an alternative to conventional parenteral routes.

Effect of an Enhanced Nose-to-Brain Delivery of Insulin on Mild and Progressive Memory Loss in the Senescence-Accelerated Mouse.

Insulin is now considered to be a new drug candidate for treating dementias, such as Alzheimer's disease, whose pathologies are linked to insulin resistance in the brain. Our recent work has clarified that a noncovalent strategy involving cell-penetrating peptides (CPPs) can increase the direct transport of insulin from the nasal cavity into the brain parenchyma. The present study aimed to determine whether the brain insulin level increased by intranasal coadministration of insulin with the CPP penetratin has potential for treating dementia. The pharmacological actions of insulin were investigated at different stages of memory impairment using a senescence-accelerated mouse-prone 8 (SAMP8) model. The results of spatial learning tests suggested that chronic intranasal administration of insulin with l-penetratin to SAMP8 slowed the progression of memory loss in the early stage of memory impairment. However, contrary to expectations, this strategy using penetratin was ineffective in recovering the severe cognitive dysfunction in the progressive stage, which involves brain accumulation of amyloid ß (Aß). Immunohistological examination of hippocampal regions of samples from SAMP8 in the progressive stage suggested that accelerated nose-to-brain insulin delivery had a partial neuroprotective function but unexpectedly increased Aß plaque deposition in the hippocampus. These findings suggest that the efficient nose-to-brain delivery of insulin combined with noncovalent CPP strategy has different effects on dementia during the mild and progressive stages of cognitive dysfunction.

Visualization and Quantitative Assessment of the Brain Distribution of Insulin through Nose-to-Brain Delivery Based on the Cell-Penetrating Peptide Noncovalent Strategy.

Our recent work suggested that intranasal coadministration with the cell-penetrating peptide (CPP) penetratin increased the brain distribution of the peptide drug insulin. The present study aimed to distinctly certify the ability of penetratin to facilitate the nose-to-brain delivery of insulin by quantitatively evaluating the distribution characteristics in brain using radioactive (64)Cu-NODAGA-insulin. Autoradiography and analysis using a gamma counter of brain areas demonstrated that the accumulation of radioactivity was greatest in the olfactory bulb, the anterior part of the brain closest to the administration site, at 15 min after intranasal administration of (64)Cu-NODAGA-insulin with l- or d-penetratin. The brain accumulation of (64)Cu-NODAGA-insulin with penetratin was confirmed by ELISA using unlabeled insulin in which intact insulin was delivered to the brain after intranasal coadministration with l- or d-penetratin. By contrast, quantification of cerebrospinal fluid (CSF) samples showed increased insulin concentration in only the anterior portion of the CSF at 15 min after intranasal coadministration with l-penetratin. This study gives the first concrete proof that penetratin can accelerate the direct transport of insulin from the nasal cavity to the brain parenchyma. Further optimization of intranasal administration with CPP may increase the efficacy of delivery of biopharmaceuticals to the brain while reducing the risk of systemic drug exposure.

Dependence of Intestinal Absorption Profile of Insulin on Carrier Morphology Composed of ß-Cyclodextrin-Grafted Chitosan.

The effect of carrier morphology on the intestinal absorption of insulin was investigated using a morphology-tunable polymeric carrier, ß-cyclodextrin-grafted chitosan (BCC). The insulin-BCC complexes were prepared in either acetate or citrate buffer solutions, followed by dilution with phosphate buffer for the administration. The complex had a molecular network structure in the acetate buffer, whereas nanoparticles formed in the citrate buffer. The network structure in the acetate buffer was maintained even after dilution with a phosphate buffer, but the nanoparticles in the citrate buffer caused aggregation after dilution. Both complexes enhanced the intestinal absorption of insulin. Interestingly, their absorption profiles were totally different; prompt absorption was observed for the complex prepared in acetate buffer, whereas sustained absorption was observed for the complex prepared in citrate buffer. The difference in the absorption patterns was attributed to the difference in the complex morphology. Next, penetratin, a cell-penetrating peptide, was grafted to BCC to find further improvement in the absorption behavior. A simple mixture of penetratin and BCC was also effective. An oral administration study was also conducted in mice to observe effective suppression of glucose levels, which was further enhanced by coadministration of penetratin. Thus, BCC was proven to be an effective carrier for enhancing oral absorption of peptide drugs, and it is suggested that the carrier morphology is also an important factor that influences the absorption profile.

Safety of the cell-penetrating peptide penetratin as an oral absorption enhancer.

Novel delivery technology using cell-penetrating peptides (CPPs) have recently shown their potential and are emerging as promising candidates for an oral protein and peptide delivery systems. As with for the development of any absorption enhancer that is meant to function across an epithelial layer covering a surface highly exposed to pathogens such as the intestines, concern arises about the safety of such enhancers. The purpose of this study was to investigate the effect of 7 d of consecutive oral administrations of CPPs and a typical enterotoxin, lipopolysaccharide (LPS) to mice to determine the degree, if any, of damage caused to the hepatic tissue. Following the 7-d dosing regimen, we could not detect significantly increased levels of the liver enzymes alanine aminotransferase and aspartate aminotransferase in plasma of mice treated with CPP and LPS compared to the controls, whereas heightened levels were observed in animals receiving the bile salt. In conclusion, the repeated use of CPPs as an oral absorption enhancer for macromolecules was found to be a safe strategy.

Evaluation of Function and Features of Human Induced Pluripotent Stem Cell-Derived Small Intestinal Epithelial Cells for Analyzing Peptide Drug Intestinal Absorption Profiles.

Caco-2 cell monolayers are widely employed as an in vitro model of the intestinal barrier, capable of accurately predicting the absorption of conventional small-molecule drugs. However, this model may not be applicable to all drugs, and the accuracy of absorption prediction is typically poor for high molecular weight drugs. Recently, human induced pluripotent stem (iPS) cell-derived small intestinal epithelial cells (hiPSC-SIECs), exhibiting properties similar to those of the small intestine when compared with Caco-2 cells, have been developed and are considered a novel candidate model for in vitro evaluation of intestinal drug permeability. Therefore, we evaluated the utility of human hiPSC-SIECs as a new in vitro model to predict the intestinal absorption of middle-molecular weight drugs and peptide drugs. Firstly, we showed that the hiPSC-SIEC monolayer allowed faster transport of peptide drugs (insulin and glucagon-like peptide-1) than the Caco- 2 cell monolayer. Second, we revealed that hiPSC-SIECs require divalent cations (Mg2+ and Ca2+) to maintain barrier integrity. Third, we demonstrated that experimental conditions established for Caco-2 cells are not persistently applicable to hiPSC-SICEs when analyzing absorption enhancers. Comprehensively clarifying the features of hiPSC-SICEs is essential to establish a new in vitro evaluation model.

Therapeutic effects of anti-amyloid ß antibody after intravenous injection and efficient nose-to-brain delivery in Alzheimer's disease mouse model.

Antibody drugs that target amyloid ß (Aß) are considered possible treatments for Alzheimer's disease; however, most have been dropped from clinical trials. We hypothesized that administration route for antiAß antibody (AntiAß) might affect its therapeutic potential and thus compared delivery of antibodies to the brain and their effect on cognitive dysfunction and amyloid disposition via intravenous (i.v.) and intranasal routes with and without the cell-penetrating peptide, L-penetratin. We demonstrated that intranasal administration with L-penetratin more efficiently delivered human immunoglobulin G (IgG), a model molecule for AntiAß, to the brain compared with i.v. injection. We found that multiple intranasal treatments with Alexa 594-labeled AntiAß (A594-AntiAß) with L-penetratin significantly improved learning by mice with aged amyloid precursor protein (APP) knock-in (App KI mice). Further, intranasal administration of A594-AntiAß increased the amount of soluble Aß (1-42) in the brain, suggesting suppression of Aß aggregation in insoluble form and involvement of activated microglia in Aß clearance. Thus, administration route may be critical for efficient delivery of AntiAß to the brain, and the nose-to-brain delivery with L-penetratin can maximize its therapeutic efficacy.

The in vitro and in vivo study of novel formulation of andrographolide PLGA nanoparticle embedded into gelatin-based hydrogel to prolong delivery and extend residence time in joint.

Andrographolide (AG), a well-known traditional medicinal plant in Southeast Asia, is widely used for treatment of many chronic diseases. Interestingly, AG has been reported to have inhibitory effects on osteoclast function and anti-inflammatory properties. Because of these therapeutic properties, this study aimed to develop and optimize the formulation of AG using PLGA nanocarriers and gelatin-based hydrogel to prolong the retention time in the joint. We investigated the in vitro release pattern of the AG nanoparticles formulation which prepared by emulsion solvent evaporation method and embedded into gelatin-based hydrogel. The result showed that the AG loaded ester terminated end group PLGA polymer gradually released AG from the PLGA nanoparticles when compared with AG solution. Importantly, the combined use of gelatin-based hydrogel with AG from the PLGA nanoparticles significantly delayed the AG release more than 1 month. Furthermore, we selected the DiR fluorescence dye to represents AG and monitored the retention time by IVIS imaging. The optimal formulation was administered as intra-articular drug delivery systems in in vivo study. The results successfully displayed a long-term sustained release for implantation (≈2 months) and injection (≥2 months) providing a novel strategy for the local management of osteoarthritis disease.

Investigation of the Transport Pathways Associated with Enhanced Brain Delivery of Peptide Drugs by Intranasal Coadministration with Penetratin.

We previously found that coadministering peptides and proteins with the cell-penetrating peptide L-penetratin intranasally significantly increased transport to the brain and enhanced pharmacological effects. The present study aimed to clarify the mechanisms of nose-to-brain drug delivery enhancement by L-penetratin coadministration. First, we compared the concentrations of Exendin-4 in plasma and brain after intranasal and subcutaneous administration and suggested that coadministration with L-penetratin facilitated the direct nose-to-brain transport of Exendin-4. Second, we demonstrated that L-penetratin did not stimulate the transport of Cy7-labeled Exendin-4 and insulin through the trigeminal nerves but shifted their distribution to the olfactory mucosal pathway. Third, we investigated the distribution of insulin into the deeper regions of the brain after delivery via the olfactory pathway and suggested that insulin had entered the olfactory bulb, bottom part of the brain, and perivascular space through the cerebrospinal fluid and had diffused throughout the brain. We further demonstrated that intranasally delivered insulin with L-penetratin specifically accumulated on the hippocampus neuronal cells. Thus, this study suggested that administrating peptide drugs intranasally with L-penetratin allows direct transport to the olfactory bulb, bottom part of the brain, and perivascular space of the cerebral artery. This technique also potentially allows targeting of specific brain areas.

Effects of intestinal luminal contents and the importance of microfold cells on the ability of cell-penetrating peptides to enhance epithelial permeation of insulin.

We previously reported that oral and intestinal absorption of insulin in rats and mice is significantly enhanced in vivo by coadministration with cell-penetrating peptides (CPPs). To evaluate the clinical use of CPPs as absorption enhancers, it is imperative to clarify the mechanisms associated with the permeation-stimulatory effect of CPPs in vitro. The confirmation experiment revealed a discrepancy between in vivo and in vitro effects of CPPs, such as D-octaarginine (D-R8) and L-penetratin, on epithelial permeation of insulin. The present study was designed to determine the factors that work in vivo but are deficient in an in vitro system consisting of Caco-2 cells. The effects of D-R8 and L-penetratin on permeation of insulin through the Caco-2 cell monolayer were partially boosted in fasted-state simulated intestinal fluid (FaSSIF). Contrary to expectation, the effects of CPPs on cellular uptake of insulin and the binding ratio of CPPs to insulin analyzed by surface plasmon resonance in normal buffer and FaSSIF were similar. Also, the effects of CPPs, especially D-R8, on cellular uptake of insulin, were stronger in Caco-2 cell monolayers with microfold cell (M cell)-like properties. These results suggested a key role of intestinal lipids and M cells in the stimulatory effect of CPPs on net epithelial permeation of insulin in vivo.

Systemic and brain delivery of leptin via intranasal coadministration with cell-penetrating peptides and its therapeutic potential for obesity.

Leptin is an endogenous hormone that regulates the appetite, energy metabolism, and glucose intake in the central nervous system (CNS) and is a potential therapeutic agent for obesity. In the normal healthy condition, peripherally secreted leptin is transported across the blood-brain barrier (BBB) to the target brain site, in particular the hypothalamus. However, it was reported that the progression of obesity causes diminished permeation of leptin across the BBB. The present study therefore aimed to effectively deliver leptin to the brain via intranasal coadministration with penetratin, an amphipathic cell-penetrating peptide (CPP), for potential treatment and prevention of obesity. The single administration study with normal rats demonstrated that leptin coadministered with L-penetratin was efficiently absorbed into the systemic circulation and accumulated in the anterior part of brain. Furthermore, chronic delivery of leptin via repeated intranasal coadministrations with L-penetratin suppressed the appetite and the body weight increase of the rats and lowered their plasma triglyceride levels. Analysis of brain samples after repeated administration suggested that Stat3 phosphorylation via leptin receptor stimulation potentially contributed to the therapeutic effect of leptin in the CNS. Thus, the present study suggests that intranasal coadministration with CPPs will become a promising strategy for delivering leptin to treat and prevent the progression of obesity.

Optimization of the method for analyzing endocytosis of fluorescently tagged molecules: Impact of incubation in the cell culture medium and cell surface wash with glycine-hydrochloric acid buffer.

To obtain the therapeutic effect of biological medicines, such as proteins and nucleic acids, these medicines must achieve their intracellular target, such as the cytoplasm, and pass through biological membrane barriers. Endocytosis is an attractive route for the intracellular delivery of such drugs, and various endocytosis inhibitors have been used as tools to study the involvement of endocytosis in the cell internalization of delivery carriers. However, the specificity of these inhibitors has been insufficiently studied, and our preliminary tests could not detect the expected effect of the well-known endocytosis inhibitors. Therefore, the present study aimed to optimize the experimental conditions to precisely analyze cellular internalization via endocytosis. We first found that incubation of model molecules, such as transferrin (Tf) and cholera toxin subunit B (CTB), in cell culture medium (DMEM) could efficiently induce their internalization to HeLa cells compared to that in transport buffer (HBSS). Moreover, we clarified that cell surface wash with glycine-hydrochloric acid buffer before confocal microscopy and flow cytometry strengthened the intracellular fluorescence of Tf, CTB, and dextran tagged with fluorescent probes possibly via the neutralization of endosomal pH. Even under the optimized condition, however, the specificity of endocytosis inhibitors was disputable. The present study suggested the importance of the optimization of the study design with endocytosis inhibitors in analyzing cellular internalization.

Key functions in polymer carriers for intestinal absorption of insulin.

This work aimed to clarify the relationship between polymer function and insulin absorption, and to evaluate the optimized preparative formulation predicted from this relationship. Insulin-loaded polymer (ILP) carrier systems were prepared following a two-factor composite second-order spherical experimental design. To investigate the polymer function, we evaluated its insulin release, bioadhesiveness, and protective effect. Each ILP was administered intestinally, and glucose reduction was monitored as the pharmacological effect. Based on these data, an optimized formulation was predicted and how the polymer function affects insulin absorption was clarified by multivariate spline (MVS) interpolation. A greater pharmacological effect was apparent in ILPs with a smaller particle size and loaded with more insulin. The pharmacological effect predicted by MVS after the administration of ILP made under optimized preparative conditions was almost identical to the observed effect. Moreover, MVS clarified the relationship between the polymer function and the pharmacological effect. These results supported that MVS can be an effective tool with which to approximate the relationship between the function of a dosage form and its absorption, and to explore the optimized preparative conditions.