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Communication

Evaluation of the Pharmacokinetics of Intranasal Drug Delivery for Targeting Cervical Lymph Nodes in Rats

1
Department of Pharmaceutical Technology, Kobe Pharmaceutical University, 4-19-1 Motoyamakitamachi, Higashinada-ku, Kobe 658-8558, Japan
2
School of Pharmacy, Shujitsu University, 1-6-1 Nishigawara, Naka-ku, Okayama 703-8516, Japan
3
College of Pharmaceutical Sciences, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu 525-8577, Japan
4
Faculty of Pharmaceutical Sciences, Doshisha Women’s College of Liberal Arts, Kodo, Kyotanabe 610-0395, Japan
*
Author to whom correspondence should be addressed.
Pharmaceutics 2021, 13(9), 1363; https://doi.org/10.3390/pharmaceutics13091363
Submission received: 19 July 2021 / Revised: 24 August 2021 / Accepted: 27 August 2021 / Published: 30 August 2021

Abstract

:
A well-developed lymphatic network is located under the nasal mucosa, and a few drugs that permeate the nasal mucosa are absorbed into the lymphatic capillaries. Lymph from the nasal cavity flows to the cervical lymph nodes (CLNs). In this study, we evaluated the pharmacokinetics of the direct transport of intranasally administered drugs to CLNs through the nasal mucosa of Wistar rats using methotrexate as a model drug. The drug targeting index, which was calculated based on the areas under the concentration–time curves after intravenous and intranasal administration, was 3.78, indicating the benefits of nasal delivery of methotrexate to target CLNs. The direct transport percentage, which was indicative of the contribution of the direct nose–CLN pathway of methotrexate after intranasal administration, was 74.3%. The rate constant of methotrexate from the nasal cavity to CLNs was 0.0047 ± 0.0013 min−1, while that from systemic circulation to CLNs was 0.0021 ± 0.0009 min−1. Through pharmacokinetic analysis, this study demonstrated that the direct nasal–CLN pathway contributed more to the transport of methotrexate to the CLNs than the direct blood–CLN pathway.

1. Introduction

In the last few decades, the intranasal (i.n.) route of administration for systemic drug delivery has received considerable attention [1]. A range of compounds, from extremely lipophilic drugs to polar, hydrophilic molecules, including peptides and proteins, have been studied for their potential applicability in i.n. administration [2,3]. The relatively high permeability of the nasal epithelium, its high vascularization in the lamina propria [4,5], and the ability to avoid hepatic first-pass metabolism render intranasal drug delivery a promising route for drug administration, especially for drugs that are metabolized in the intestine and/or liver [6]. A well-developed lymphatic network is located under the nasal mucosa, and a few drugs that permeate the nasal mucosa are distributed through the lymph capillaries. Lymph nodes are partially located on lymphatic vessels and function as filters to remove pathogens and antigens present in the lymphatic fluid.
Lymph from the oral cavity, tongue, nasal cavity, and pharynx flows into the cervical lymph nodes (CLNs). Inflammation in CLNs may develop due to infection or metastasis in the head [7,8]. In the surgical treatment of tongue or pharyngeal cancers, not only is the primary tumor removed, but CLN dissection is also performed because these lymph nodes are considered a common site for metastasis. The relationship between CLN dissection and patient prognosis is not fully understood, and there are advantages and disadvantages to dissecting nodal metastases [9]. When normal chemotherapy is used for the treatment of CLN metastasis, care should be exercised to minimize the systemic side effects of antitumor drugs. A preliminary study conducted by our group suggested that intranasal administration of a model drug might enable direct delivery to the CLNs, thereby minimizing systemic side effects. Furthermore, the nasal mucosa presents with well-developed lymphatic tissue, which serves as the first line of defense against microbial invasion [7]. It also functions as a site for the application of agents for immunization against influenza [8]. If immunostimulatory agents, such as peptide vaccines for cancer, are administered nasally, such that they can be delivered directly to the CLNs, efficient immunization against cancer may be achieved. Although targeting of drugs to the CLNs and the nasal immune system may be considered for the treatment of various diseases, there have been a few reports published on i.n. drug administration for targeting the CLNs. Ross et al. [10] reported that interferon beta was delivered directly to the central nervous system and CLNs via i.n. administration. However, they have not analyzed the direct delivery to CLNs based on pharmacokinetics.
In this study, we evaluated the pharmacokinetic profile of intranasally administered methotrexate (MTX) as a model drug in terms of its ability to be directly transported to the CLNs through the nasal mucosa in rats. MTX is an anticancer drug useful for the treatment of several malignancies, such as leukemia, hematologic malignancies, osteosarcoma, breast and cervical cancer, and rheumatoid arthritis [11,12]. Since the bioavailability after i.n. administration in rats was found to be extremely high (98.2%) [13] in our previous study, and the gastrointestinal absorption of MTX was negligible, MTX was deemed a suitable model to evaluate direct transport to the CLNs.

2. Materials and Methods

2.1. Materials

MTX was purchased from Santa Cruz Biotechnology, Inc. (Santa Cruz, CA, USA). Phosphate-buffered saline (pH 7.4) was purchased from Nacalai Tesque Co. (Kyoto, Japan). All other chemicals were of reagent grade and were commercially available.
Eight-week-old male Wistar rats were purchased from Japan SLC, Inc. (Shizuoka, Japan). All animal studies were approved by the Committee of the Animal Care of Shujitsu University and were conducted according to the guidelines (Approval ID: 013-002, 25 May 2015). Rats were housed under controlled temperatures of 20–26 °C and 40–60% humidity, with a 12-h light/dark cycle. The animals were fed ad libitum until the day prior to the day of conduction of in vivo experiments.

2.2. Intravenous and Intranasal Drug Administration in Rats

Under anesthetization conditions, the right femoral artery was cannulated with polyethylene tubing (SP-31, Natsume, Tokyo, Japan) to collect blood samples, and rats fixed in the supine position received intravenous (i.v.) or i.n. administration of MTX (0.05 mg/rat). MTX solution (0.2 mL) was injected into the left femoral vein using a 1 mL syringe with a 26G needle, and MTX dissolved in 5 µL of physiological saline was instilled rapidly at a 1 cm depth from the nostril using a 10 µL microsyringe. To obtain the plasma MTX concentration–time profiles following i.v. and i.n. administration, blood samples (ca. 0.5 mL) were collected intermittently in heparinized tubes at 1, 3, 5, 10, 20, 30, 60, 90, 120, and 180 min after i.v. (n = 4) and i.n. (n = 6) administration in the supine position, and samples were centrifuged to separate plasma (3000 rpm, 10 min). Methanol (1.2 mL) was added to the plasma samples (0.1 mL) for deproteinization, and the mixture was centrifuged. For the CLN MTX concentration–time profiles, four lymph nodes, two each from the left and right sides of a rat, were isolated at each sampling point (10, 30, 60, 90, 120, and 180 min) after i.v. (n = 4; each sampling point) or i.n. (n = 6; each sampling point) administration and were homogenized together using 2 mL chilled methanol for deproteinization and MTX extraction.
The homogenate was centrifuged to separate the supernatant (15,000 rpm, 10 min). The concentrations of MTX in plasma and CLN samples were determined via liquid chromatography–mass spectrometry (LC/MS) analysis. Some blood vessels were observed to be present in the CLNs; therefore, the concentration of MTX in CLNs was determined by subtracting the value for the amount of MTX in blood from that of the total amount in the CLNs, as determined by LC/MS (Equation (1)).
Accurate   amount   of   MTX   in   CLN = X CLN , obs C plsm × V vsl , CLN
Here, XCLN,obs represents the amount of MTX in the CLNs, Cplsm represents the concentration of MTX in plasma at the time of CLN collection, and Vvsl,CLN represents the volume of blood vessels in the CLNs. The blood vessel volume in the CLNs was determined by measuring the radioactivity of [3H]-inulin in the CLNs and blood samples of rats 2 min after bolus i.v. administration (Equation (2)).
Volume   of   blood   vessels   in   1   g   of   CLN = Lymph   dpm / g   CLN Plasma   dpm / mL = 0.1047 ± 0.0073   mL / g   CLN       s . e . ,   n = 16

2.3. Assay

Plasma and CLN samples from the in vivo study were analyzed for MTX concentration via mass spectrometry using an LC/MS system (APL1100, Agilent Technology, Palo Alto, CA, USA) equipped with a reversed-phase column (Inertsil ODS-3, 2.1 × 150 mm, GL Sciences Inc., Tokyo, Japan). The mobile phase comprised 50 mM HCOONH4:MeOH (70:30 v/v). A flow rate of 0.2 mL/min and an injection volume of 20 µL were considered. The conditions for mass spectrometry were as follows: drying gas temperature, 350 °C; drying gas flow, 13.0 L/min; nebulizing gas pressure, 54 psig; capillary voltage, 3000 V. The mass spectrometer was operated in the positive-ion mode ([M + H]+), with a fragmenter voltage of 120 V. The protonated MTX molecule presented with an m/z value of 455.2. The peak area of MTX showed a good correlation with its concentration over a wide range (1–500 ng/mL), with an R2 higher than 0.9992, indicating that concentrations within this range could be precisely determined.

2.4. Calculation of the Area under the Concentration–Time Curve (AUC) and Mean Resistance Time (MRT)

The plasma/CLM MTX concentration–time curves for the period from 0 to 180 min after drug administration were plotted using the data on average concentrations at each time point, and AUC (AUCplsm or AUCCLN) was calculated using the trapezoidal rule. Each AUC for the period from 0 to infinity was calculated by adding AUC obtained for the period from 0 to 180 min and AUC obtained for the period from 180 to infinity after i.v. or i.n. administration. The AUC obtained for the period from 180 min to infinity was defined as the concentration of MTX at 180 min divided by the elimination rate constant. The elimination rate constant was calculated based on the elimination phase (90, 120, and 180 min) of the curve, assuming negligible influx from the nasal cavity and circulating blood, because Akaike’s information criteria (AIC) calculated using a computer program for nonlinear regression analysis helped clarify that the use of a monoexponential equation was better for expressing the elimination of MTX than the use of a biexponential equation.
The MRT for plasma or CLN (MRTplsm or MRTCLN) after i.v. and i.n. administration was calculated using the AUCplsm or AUCCLN and the area under the moment curve (AUMCplsm or AUMCCLN) according to Equation (3) as follows:
M R T = A U M C plsm   or   CLN i . v .   or   i . n . A U C plsm   or   CLN i . v .   or   i . n . = 0 t   ·   C plsm   or   CLN   d t i . v .   or   i . n . 0 C plsm   or   CLN   d t i . v .   or   i . n .

2.5. Calculation of Drug Targeting Index (DTI) and Direct Transport Percentage (DTP)

The degree of drug targeting to the CLNs after i.n. administration was evaluated using DTI, which was calculated as per methods described by Wang et al. [14]. To understand the extent of nose-to-brain targeting, the ratio of AUCCLN/AUCplsm after i.n. administration to AUCCLN/AUCplsm after i.v. administration was calculated as per the formula shown in Equation (4):
D T I = A U C CLN ,   i . n . A U C plsm ,   i . n . A U C CLN ,   i . v . A U C plsm ,   i . v .
Furthermore, to evaluate the contribution of the direct nose–CLN pathway, the DTP was calculated using the following expression, as reported by Zhang et al. (Equation (5)) [15]:
D T P % = A U C CLN ,   i . n . A U C CLN ,   i . v . ·   A U C plsm ,   i . n . A U C plsm ,   i . v .   A U C CLN ,   i . n . × 100
In both above-mentioned equations, AUCCLN,i.n. and AUCCLN,i.v. represent the AUCs of MTX in the CLNs after i.n. and i.v. administration, respectively, while AUCplsm,i.n. and AUCplsm,i.v. represent the AUCs of MTX in plasma after i.n. and i.v. administration, respectively.

2.6. Analysis of Pharmacokinetic Parameters

The model for drug absorption and elimination following i.n. administration and the associated pharmacokinetic parameters are shown in Figure 1. Pharmacokinetic parameters were determined based on the mass balance equations shown in Figure 2, using noncompartmental and compartmental techniques. The analysis was conducted using WinNonlin version 6.3 (Certara, Princeton, NJ, USA).

2.7. Statistical Analysis

Experiments for determination of CLN MTX concentration–time profiles following i.v. and i.n. administration were performed using three and six rats for each sampling point, respectively, and the results have been expressed as mean ± standard error. Statistical significance was determined using Student’s t-test at p < 0.05.

3. Results and Discussion

3.1. Intravenous and Intranasal Administration of MTX in Rats

The plasma and CLN MTX concentration–time profiles following i.n. and i.v. administration are shown in Figure 3. MTX was rapidly absorbed into the systemic circulation following i.n. administration, and the time to reach maximum plasma concentration (Tmax,plsm) was 10 min. AUCplsm values after i.v. (AUCplsm,i.v.) and i.n. (AUCplsm,i.n.) administration of MTX were 554.9 ng·min/mL and 536.8 ng·min/mL, respectively. The absolute bioavailability, which was calculated by dividing AUCplsm,i.n. by AUCplsm,i.v., was found to be 0.967 (Table 1).
In contrast, the CLN concentration of MTX following i.n. administration increased more rapidly than that following i.v. administration, and the increase in MTX concentration persisted for up to 60 min. A time lag was observed between the time to the maximum concentration of CLN (Tmax,CLN) and Tmax,plsm. These results indicated that the transport of MTX through the nasal mucosa to the CLNs might be slower than that through systemic circulation. AUCCLN values obtained for the period from 0 to 180 min after i.v. (AUCCLN,i.v.) and i.n. (AUCCLN,i.n.) administration were 129.9 and 491.0 ng·min/g CLN, respectively (Table 1). AUCCLN,i.n. was found to be 4.02-fold higher than AUCCLN,i.v. The MRTplsm and MRTCLN after i.n. administration were longer than those obtained after i.v. administration. These results indicate that the efflux of MTX from the cervical lymph into the systemic circulation may be slower than the elimination of MTX from systemic circulation, which is consistent with the findings reported by Sudo et al. [16], based on their study of dopamine levels in the lymph from the cervical lymph trunk following i.v. bolus injection. They observed that the cervical lymph flow in rats was approximately 3 µL/min/kg; in the present study, the efflux of MTX from CLNs seemed to be slower in comparison.
The DTI, which was calculated using the AUC values, was 3.78 (Table 1), indicating the benefits of i.n. delivery in targeting CLNs. Serralheiro et al. [17] reported that DTI could be used as an index of the predominance of the i.n. route; the transport of drugs to the target tissue is predominant when DTI is greater than 1. Additionally, the DTP, considered an indicator of the contribution of the direct nose–CLN pathway in CLN targeting of drugs following i.n. administration, was found to be 74.3%. These findings suggest that the direct nasal–CLN pathway contributes more significantly to the transport of MTX to CLNs than the direct blood–CLN pathway.
The AUCs were calculated using the average concentrations obtained at each time point according to the trapezoidal rule. Other parameters were calculated using the obtained AUCs according to the equations described in the text.

3.2. Analysis of Pharmacokinetic Parameters

The curve fit illustrated in Figure 4 was obtained using mass balance equations (Figure 2) and the pharmacokinetic absorption–elimination model (Figure 1). The rate constant (kN) of MTX from the nasal cavity to the CLNs (direct nose–CLN pathway) was 0.0047 ± 0.0013 min−1, while the rate constant (kp) based on the systemic circulation to the CLN (direct blood–CLN pathway) was 0.0021 ± 0.0009 min−1 (Table 2). Therefore, the delivery of MTX to CLNs via the nasal cavity was faster than that through systemic circulation. The relationship between kN and kp is similar to the quantitative relationship described in the preceding section. It was found that i.n. administration of MTX showed predominance over i.v. administration regarding delivery to the CLNs. It is assumed that the low molecular weight of MTX promotes easy transfer from the submucosal layer to the blood vessels, whereas molecular weights exceeding 5000 are generally advantageous for transport of molecules from the subcutaneous or submucosal layer to lymphatic vessels [18]. Additionally, the superficial network of lymphatic capillaries, which is located at almost the same depth [19,20], is not well situated for small-molecule drug distribution compared to the network of blood capillaries that are present close to the epithelium. Although the transport of MTX from the submucosal layer to the CLN is not easy, it is predominant during i.n. administration. Consequently, it was revealed that i.n. administration was particularly effective for drugs with low transport efficiency from systemic circulation to CLNs.
Furthermore, the elimination rate constants of MTX deduced from systemic circulation and CLN–systemic circulation rate constants were 0.0737 ± 0.0208 min−1 and 0.0095 ± 0.0039 min−1, respectively. A possible explanation for the slow elimination of MTX from CLNs may be put forth based on the slow rate of cervical lymph flow (approximately 3–4 μL/min) [16]. This implies that once the drug reaches the CLN, effusion of the drug is difficult. The quantitative relationships and pharmacokinetic analyses suggest that i.n. administration will help facilitate the maintenance of an adequate concentration of MTX in CLNs, while suppressing systemic side effects, since its plasma concentration decreases rapidly.
Furthermore, the CLN concentration of the drug may be increased via repeated administration. In the treatment of diseases, such as metastasis to the CLNs, it may be necessary to increase the drug concentration in CLNs or to prolong the transport time from the nasal cavity. These findings suggest that i.n. administration is an effective strategy for drug targeting to CLNs.
It is important to ascertain whether the results in rats are applicable to humans. Johnston et al. [21] have demonstrated that there are extensive lymphatic networks in the submucosa associated with the olfactory and respiratory epithelia in humans and rats. Although the nasal mucosal surface area and the ratio of olfactory and respiratory regions differ considerably between rats and humans, the fact remains that the lymph network undergoes extensive development throughout the nasal mucosa, and observations of mucociliary clearance, which leads to the removal of various types of xenobiotics, such as viruses, drugs, and dust, are almost identical in rats and humans [22]. Therefore, the authors suggest MTX may also be delivered to the CLN in humans.

4. Conclusions

This study demonstrated the predominance of the i.n. route for drug delivery to the CLN in rats through pharmacokinetic analysis because MTX was found to be delivered efficiently to the CLNs via i.n. administration. Drugs that possess physicochemical properties similar to those of MTX, such as molecular weight and permeability, may be delivered efficiently to the CLN via i.n. administration, suggesting that this route of administration may be useful for the delivery of antitumor drugs or peptides for the treatment of metastasis and cancers associated with CLNs.

Author Contributions

Conceptualization, T.F.; methodology, T.F.; validation, T.F.; investigation, T.F., D.I., S.K. and A.T.; data curation, T.F.; formal analysis, T.F. and T.S.; writing—original draft preparation, T.F.; visualization, T.F.; supervision, T.F. and T.S.; project administration, T.F. All authors have read and agreed to the published version of the manuscript.

Funding

This work was supported in part by a Grant-in-Aid for Scientific Research (C) (grant number: 25460201) from the Ministry of Education, Culture, Sports, Science, and Technology of the Japanese government and the WESCO Scientific Promotion Foundation.

Institutional Review Board Statement

The study was conducted according to the guidelines of the Declaration of Helsinki, and approved by the Committee of the Animal Care of Shujitsu University (Protocol code: 013-002, 25 May 2015).

Informed Consent Statement

Not applicable.

Data Availability Statement

The data presented in this study are available on request from the corresponding author.

Acknowledgments

The authors thank Tomotaka Shingaki, formerly associated with the RIKEN Center for Molecular Imaging Sciences, for his participation in this study and for his valuable assistance and cooperation.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Model illustrating drug absorption and disposition following nasal administration and associated pharmacokinetic parameters. Abbreviations: CLN, cervical lymph node; X, mass of methotrexate in each compartment; k, rate constant; V, volume of distribution; C, concentration of methotrexate; N, nasal cavity; L, cervical lymph node; p, plasma.
Figure 1. Model illustrating drug absorption and disposition following nasal administration and associated pharmacokinetic parameters. Abbreviations: CLN, cervical lymph node; X, mass of methotrexate in each compartment; k, rate constant; V, volume of distribution; C, concentration of methotrexate; N, nasal cavity; L, cervical lymph node; p, plasma.
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Figure 2. Mass balance equations used for the calculation of pharmacokinetic parameters based on the absorption–disposition model considered for nasal administration. Abbreviations: X, mass of methotrexate in each compartment; k, rate constant; V, volume of distribution; C, concentration of methotrexate; N, nasal cavity; L, cervical lymph node; p, plasma.
Figure 2. Mass balance equations used for the calculation of pharmacokinetic parameters based on the absorption–disposition model considered for nasal administration. Abbreviations: X, mass of methotrexate in each compartment; k, rate constant; V, volume of distribution; C, concentration of methotrexate; N, nasal cavity; L, cervical lymph node; p, plasma.
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Figure 3. Plasma (left) and CLN (right) MTX concentration–time profiles following intranasal and intravenous administration. Key: ○, i.v. administration; ●, i.n. administration. Data points have been expressed as mean ± standard error for four (i.v.) and six (i.n.) experiments at each time point in the plasma concentration–time profile and for four (i.v.) and six (i.n.) experiments at each time point in the CLN concentration–time profile. p < 0.10, * p < 0.05, ** p < 0.01. Abbreviations: CLN, cervical lymph node; MTX, methotrexate.
Figure 3. Plasma (left) and CLN (right) MTX concentration–time profiles following intranasal and intravenous administration. Key: ○, i.v. administration; ●, i.n. administration. Data points have been expressed as mean ± standard error for four (i.v.) and six (i.n.) experiments at each time point in the plasma concentration–time profile and for four (i.v.) and six (i.n.) experiments at each time point in the CLN concentration–time profile. p < 0.10, * p < 0.05, ** p < 0.01. Abbreviations: CLN, cervical lymph node; MTX, methotrexate.
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Figure 4. Pharmaceutical model CLN concentration–time curve of intranasally administered MTX fit to experimental data. Key: ●, concentration in the CLN; - - - -, fitted profile. Curve fitting was performed via nonlinear regression using WinNonlin version 6.3. Data points are expressed as mean ± standard error values of at least four experiments. Abbreviations: CLN, cervical lymph node; MTX, methotrexate.
Figure 4. Pharmaceutical model CLN concentration–time curve of intranasally administered MTX fit to experimental data. Key: ●, concentration in the CLN; - - - -, fitted profile. Curve fitting was performed via nonlinear regression using WinNonlin version 6.3. Data points are expressed as mean ± standard error values of at least four experiments. Abbreviations: CLN, cervical lymph node; MTX, methotrexate.
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Table 1. Areas under the concentration–time curves and associated parameters following intravenous and intranasal administration.
Table 1. Areas under the concentration–time curves and associated parameters following intravenous and intranasal administration.
i.v.i.n.
AUCplsm
(ng·min/mL)
554.9536.8
AUCCLN
(ng·min/g CLN)
129.9491.0
F (%) 96.7
MRTplsm (min)24.731.1
MRTCLN (min)56.6146.1
DTI 3.78
DTP (%) 74.3
Abbreviations: AUC, area under the plasma concentration–time curve; AUCCLN, area under the cervical lymph node concentration–time curve; F, bioavailability; MRT, mean residence time; DTI, drug targeting index; DTP, direct transport percentage.
Table 2. Rate constants calculated using WinNonlin.
Table 2. Rate constants calculated using WinNonlin.
Rate Constantsmin−1
ke0.0740 ± 0.0208
ka0.1014 ± 0.0211
kN0.0047 ± 0.0013
kL0.0095 ± 0.0039
kp0.0021 ± 0.0009
The rate constants were determined based on mass balance equations (Figure 2) by adopting noncompartmental and compartmental techniques using the WinNonlin version 6.3 software. Abbreviations: ke, elimination rate constant; ka, absorption rate constant; kN, nasal–cervical lymph node transport rate constant; kL, cervical lymph node–systemic circulation transport rate constant; kp, systemic circulation–cervical lymph node transport rate constant.
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Furubayashi, T.; Inoue, D.; Kimura, S.; Tanaka, A.; Sakane, T. Evaluation of the Pharmacokinetics of Intranasal Drug Delivery for Targeting Cervical Lymph Nodes in Rats. Pharmaceutics 2021, 13, 1363. https://doi.org/10.3390/pharmaceutics13091363

AMA Style

Furubayashi T, Inoue D, Kimura S, Tanaka A, Sakane T. Evaluation of the Pharmacokinetics of Intranasal Drug Delivery for Targeting Cervical Lymph Nodes in Rats. Pharmaceutics. 2021; 13(9):1363. https://doi.org/10.3390/pharmaceutics13091363

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Furubayashi, Tomoyuki, Daisuke Inoue, Shunsuke Kimura, Akiko Tanaka, and Toshiyasu Sakane. 2021. "Evaluation of the Pharmacokinetics of Intranasal Drug Delivery for Targeting Cervical Lymph Nodes in Rats" Pharmaceutics 13, no. 9: 1363. https://doi.org/10.3390/pharmaceutics13091363

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