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1.
Int J Mol Sci ; 24(24)2023 Dec 07.
Artículo en Inglés | MEDLINE | ID: mdl-38139063

RESUMEN

Managing metastasis at the early stage and detecting and treating submillimeter tumors at early metastasis are crucial for improving cancer prognosis. Angiogenesis is a critical target for developing drugs to detect and inhibit submillimeter tumor growth; however, drug development remains challenging because there are no suitable models for observing the submillimeter tumor mass and the surrounding blood vessels in vivo. We have established a xenograft subcutaneous submillimeter tumor mouse model with HT-29-RFP by transplanting a single spheroid grown on radiation-crosslinked gelatin hydrogel microwells. Here, we developed an in vivo dual-observation method to observe the submillimeter tumor mass and tumor-surface blood vessels using this model. RFP was detected to observe the tumor mass, and a fluorescent angiography agent FITC-dextran was administered to observe blood vessels via stereoscopic fluorescence microscopy. The anti-angiogenesis agent regorafenib was used to confirm the usefulness of this method. This method effectively detected the submillimeter tumor mass and tumor-surface blood vessels in vivo. Regorafenib treatment revealed tumor growth inhibition and angiogenesis downregulation with reduced vascular extremities, segments, and meshes. Further, we confirmed that tumor-surface blood vessel areas monitored using in vivo dual-observation correlated with intratumoral blood vessel areas observed via fluorescence microscopy with frozen sections. In conclusion, this method would be useful in developing anti-angiogenesis agents against submillimeter tumors.


Asunto(s)
Inhibidores de la Angiogénesis , Neoplasias , Humanos , Ratones , Animales , Inhibidores de la Angiogénesis/farmacología , Inhibidores de la Angiogénesis/uso terapéutico , Neovascularización Patológica/tratamiento farmacológico , Neovascularización Patológica/diagnóstico , Proteínas Fluorescentes Verdes , Neoplasias/diagnóstico por imagen , Neoplasias/tratamiento farmacológico , Neoplasias/patología
2.
Pharmaceuticals (Basel) ; 16(10)2023 Sep 22.
Artículo en Inglés | MEDLINE | ID: mdl-37895812

RESUMEN

Understanding the physicochemical properties of antibody-drug conjugates is critical to assess their quality at manufacturing and monitor them during subsequent storage. For radiometal-antibody complexes, it is important to control the properties of the antibody-chelator conjugate to maintain the quality of the final product. We have been developing 64Cu-labeled anti-epidermal growth factor receptor antibody NCAB001 (64Cu-NCAB001) for the early diagnosis and therapy of pancreatic cancer with positron-emission tomography. Here, we characterized the larger size variants contained in the antibody-chelator conjugate PCTA-NCAB001 by multi-angle light scattering coupled with size-exclusion chromatography. Secondly, we developed a chromatographic method to remove these size variants. Lastly, we demonstrated the stability of PCTA-NCAB001 after the removal of size variants. Dimer and oligomers were identified in PCTA-NCAB001. These larger size variants, together with some smaller size variants, could be removed by hydrophobic interaction chromatography. The PCTA-NCAB001 product, after the removal of these size variants, could be stored at 4 °C for six months. The methods developed here can be applied to assure the quality of PCTA-NCAB001 and other antibody-drug conjugates to facilitate the development of antibody-radiometal conjugates for positron-emission tomography and radioimmunotherapy of malignant cancers.

3.
Pharmaceuticals (Basel) ; 17(1)2023 Dec 21.
Artículo en Inglés | MEDLINE | ID: mdl-38275997

RESUMEN

[64Cu]Cu-diacetyl-bis(N4-methylthiosemicarbazone) ([64Cu]Cu-ATSM) is a radioactive hypoxia-targeting therapeutic agent being investigated in clinical trials for malignant brain tumors. For the quality management of [64Cu]Cu-ATSM, understanding trace metal impurities' effects on the chelate formation of 64Cu and ATSM is important. In this study, we conducted coordination chemistry studies on metal-ATSM complexes. First, the effects of nonradioactive metal ions (Cu2+, Ni2+, Zn2+, and Fe2+) on the formation of [64Cu]Cu-ATSM were evaluated. When the amount of Cu2+ or Ni2+ added was 1.2 mol or 288 mol, equivalent to ATSM, the labeling yield of [64Cu]Cu-ATSM fell below 90%. Little effect was observed even when excess amounts of Zn2+ or Fe2+ were added to the ATSM. Second, these metals were reacted with ATSM, and chelate formation was measured using ultraviolet-visible (UV-Vis) absorption spectra. UV-Vis spectra showed a rapid formation of Cu2+ and the ATSM complex upon mixing. The rate of chelate formation by Ni2+ and ATSM was lower than that by Cu-ATSM. Zn2+ and Fe2+ showed much slower reactions with the ATSM than Ni2+. Trace amounts of Ni2+, Zn2+, and Fe2+ showed little effect on [64Cu]Cu-ATSM' quality, while the concentration of impurity Cu2+ must be controlled. These results can provide process management tools for radiopharmaceuticals.

4.
J Cancer Res Ther ; 18(4): 907-914, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36149139

RESUMEN

Background: Gastric cancer is a common cause of cancer-related death worldwide, and peritoneal dissemination is the most frequent metastatic pattern of gastric cancer. However, the treatment of this disease condition remains difficult. It has been demonstrated that intraperitoneal radioimmunotherapy (ipRIT) with 64Cu-labeled cetuximab (anti-epidermal growth factor receptor antibody; 64Cu-cetuximab) is a potential treatment for peritoneal dissemination of gastrointestinal cancer in vivo. Recent preclinical and clinical studies have also shown that a histone deacetylase inhibitor, vorinostat, effectively sensitized gastrointestinal cancer to external radiation. Aim: In the present study, we examined the efficacy of the combined use of vorinostat, as a radiosensitizer during ipRIT with 64Cu-cetuximab in a peritoneal dissemination mouse model with human gastric cancer NUGC4 cells stably expressing red fluorescent protein. Methods: The mouse model was treated by ipRIT with 64Cu-cetuximab plus vorinostat, each single treatment, or saline (control). Side effects, including hematological and biochemical parameters, were evaluated in similarly treated, tumor-free mice. Results: Coadministration of ipRIT with 64Cu-cetuximab + vorinostat significantly prolonged survival compared to control and each single treatment. No significant toxicity signals were observed in all treatment groups. Conclusions: Our data suggest that vorinostat is a potentially effective radiosensitizer for use during the treatment of peritoneal dissemination of gastric cancer by ipRIT with 64Cu-cetuximab.


Asunto(s)
Fármacos Sensibilizantes a Radiaciones , Neoplasias Gástricas , Animales , Línea Celular Tumoral , Cetuximab/uso terapéutico , Modelos Animales de Enfermedad , Inhibidores de Histona Desacetilasas/farmacología , Humanos , Ratones , Fármacos Sensibilizantes a Radiaciones/farmacología , Radioinmunoterapia , Neoplasias Gástricas/tratamiento farmacológico , Neoplasias Gástricas/radioterapia , Vorinostat
5.
Pharmaceutics ; 14(9)2022 Sep 12.
Artículo en Inglés | MEDLINE | ID: mdl-36145676

RESUMEN

Detecting tumor lesions <1 cm in size using current imaging methods remains a clinical challenge, especially in pancreatic cancer. Previously, we developed a method to identify pancreatic tumor lesions ≥3 mm using positron emission tomography (PET) with an intraperitoneally administered 64Cu-labeled anti-epidermal growth factor receptor (EGFR) antibody (64Cu-NCAB001 ipPET). Here, we conducted an extended single-dose toxicity study of 64Cu-NCAB001 ipPET in mice based on approach 1 of the current ICH M3 [R2] guideline, as our new drug formulation contains 45 µg of the antibody. We used NCAB001 labeled with stable copper isotope instead of 64Cu. The total content of size variants was approximately 6.0% throughout the study. The relative binding potency of Cu-NCAB001 to recombinant human EGFR was comparable to that of cetuximab. The general and neurological toxicities of Cu-NCAB001 ipPET at 62.5 or 625 µg/kg were assessed in mice. The no-observed-adverse-effect level of Cu-NCAB001 was 625 µg/kg, a dose approximately 1000-fold higher at the µg/kg level than the dose of 64Cu-NCAB001 in our formulation (45 µg). The size variants did not affect the safety of the formulation. Therefore, clinical studies on the efficacy of 64Cu-NCAB001 ipPET for early detection of pancreatic cancer using PET imaging can be safely conducted.

6.
Int J Mol Sci ; 23(10)2022 May 22.
Artículo en Inglés | MEDLINE | ID: mdl-35628616

RESUMEN

Peritoneal dissemination of pancreatic cancer has a poor prognosis. We have reported that intraperitoneal radioimmunotherapy using a 64Cu-labeled antibody (64Cu-ipRIT) is a promising adjuvant therapy option to prevent this complication. To achieve personalized 64Cu-ipRIT, we developed a new in vitro tumor cell-binding assay (64Cu-TuBA) system with a panel containing nine candidate 64Cu-labeled antibodies targeting seven antigens (EGFR, HER2, HER3, TfR, EpCAM, LAT1, and CD98), which are reportedly overexpressed in patients with pancreatic cancer. We investigated the feasibility of 64Cu-TuBA to select the highest-binding antibody for individual cancer cell lines and predict the treatment response in vivo for 64Cu-ipRIT. 64Cu-TuBA was performed using six human pancreatic cancer cell lines. For three cell lines, an in vivo treatment study was performed with 64Cu-ipRIT using high-, middle-, or low-binding antibodies in each peritoneal dissemination mouse model. The high-binding antibodies significantly prolonged survival in each mouse model, while low-and middle-binding antibodies were ineffective. There was a correlation between in vitro cell binding and in vivo therapeutic efficacy. Our findings suggest that 64Cu-TuBA can be used for patient selection to enable personalized 64Cu-ipRIT. Tumor cells isolated from surgically resected tumor tissues would be suitable for analysis with the 64Cu-TuBA system in future clinical studies.


Asunto(s)
Neoplasias Pancreáticas , Radioinmunoterapia , Animales , Línea Celular Tumoral , Modelos Animales de Enfermedad , Estudios de Factibilidad , Humanos , Ratones , Neoplasias Pancreáticas/tratamiento farmacológico , Neoplasias Pancreáticas/radioterapia , Neoplasias Pancreáticas
7.
Nucl Med Biol ; 108-109: 10-15, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35168008

RESUMEN

BACKGROUND: [64Cu]Cu-diacethyl-bis(N4-methylthiosemicarbazone) ([64Cu]Cu-ATSM) is a radioactive hypoxia-targeting therapeutic agent, and the efficacy and safety of [64Cu]Cu-ATSM in the treatment of malignant brain tumors are evaluated in clinical trials. For the clinical application of [64Cu]Cu-ATSM, we determined a drug formulation incorporating a stabilizer against radiolysis and confirmed its radiochemical stability. This study aimed to identify trace chemical impurities derived from the degradation of ATSM contained in the [64Cu]Cu-ATSM investigational drug formulation and assess their potential hazards by quantitative structure-activity relationship (QSAR) assessment. METHODS: We hypothesized that the chemical impurities contained in the [64Cu]Cu-ATSM formulation were derived from the degradation of ATSM. Therefore, we first identified the degradants of ATSM using LC-MS/MS. ATSM was dissolved with the drug formulation of [64Cu]Cu-ATSM, except for 64Cu, and analyzed by LC-MS/MS at 0 and 48 h after sample preparation. Subsequently, the chemical impurities contained in the [64Cu]Cu-ATSM formulation were measured at 0, 5, and 24 h after preparation by HPLC, and the results were compared to the degradants of ATSM. The potential hazards of the chemical impurities contained in the [64Cu]Cu-ATSM formulation were assessed using the QSAR Toolbox (ver. 4.3). RESULTS: Six ATSM degradants were detected and identified by LC-MS/MS analysis, indicating that the functional groups around the nitrogen and sulfur atoms of ATSM were affected. The same peaks were detected as trace chemical impurities in the [64Cu]Cu-ATSM formulation at 24 h, while no apparent peaks were detected at 0 and 5 h. The estimated LD50 values of these chemical impurities showed 4.31 mg/kg or more by QSAR assessment. In contrast, the estimated amount of each chemical impurity exposed to patients was 31.8 ng/kg or less per dose. The smallest margin between the amount of chemical impurities and smallest estimated LD50 value of the corresponding impurity was a ratio of approximately 1:700,000. CONCLUSIONS: We identified trace chemical impurities derived from ATSM in the [64Cu]Cu-ATSM formulation. This suggests that the potential risk of the systemic exposure of patients to these chemical impurities is substantially low.


Asunto(s)
Complejos de Coordinación , Compuestos Organometálicos , Tiosemicarbazonas , Cromatografía Liquida , Radioisótopos de Cobre , Humanos , Relación Estructura-Actividad Cuantitativa , Espectrometría de Masas en Tándem
8.
Pharmaceutics ; 13(10)2021 Oct 16.
Artículo en Inglés | MEDLINE | ID: mdl-34683999

RESUMEN

Actinium-225 (225Ac) is a promising radionuclide used in targeted alpha therapy (TAT). Although 225Ac labeling of bifunctional chelating ligands is effective, previous in vivo studies reported that free 225Ac can be released from the drugs and that such free 225Ac is predominantly accumulated in the liver and could cause unexpected toxicity. To accelerate the clinical development of 225Ac TAT with a variety of drugs, preparing methods to deal with any unexpected toxicity would be valuable. The aim of this study was to evaluate the feasibility of various chelators for reducing and excreting free 225Ac and compare their chemical structures. Nine candidate chelators (D-penicillamine, dimercaprol, Ca-DTPA, Ca-EDTA, CyDTA, GEDTA TTHA, Ca-TTHA, and DO3A) were evaluated in vitro and in vivo. The biodistribution and dosimetry of free 225Ac were examined in mice before an in vivo chelating study. The liver exhibited pronounced 225Ac uptake, with an estimated human absorbed dose of 4.76 SvRBE5/MBq. Aminopolycarboxylate chelators with five and six carboxylic groups, Ca-DTPA and Ca-TTHA, significantly reduced 225Ac retention in the liver (22% and 30%, respectively). Significant 225Ac reductions were observed in the heart and remainder of the body with both Ca-DTPA and Ca-TTHA, and in the lung, kidney, and spleen with Ca-TTHA. In vitro interaction analysis supported the in vivo reduction ability of Ca-DTPA and Ca-TTHA. In conclusion, aminopolycarboxylate chelators with five and six carboxylic groups, Ca-DTPA and Ca-TTHA, were effective for whole-body clearance of free 225Ac. This feasibility study provides useful information for reducing undesirable radiation exposure from free 225Ac.

9.
Pharmaceuticals (Basel) ; 14(10)2021 Sep 23.
Artículo en Inglés | MEDLINE | ID: mdl-34681174

RESUMEN

OBJECTIVES: To improve the prognosis of pancreatic cancer, new imaging methods to identify tumor lesions at a size of <1 cm are urgently needed. To approach this clinical issue, we developed a new method to detect small tumor lesions in the pancreas (≥3 mm) by positron emission tomography (PET) using an intraperitoneally (ip)-administered 64Cu-labeled new anti-epidermal growth factor receptor (EGFR) antibody (encoded as NCAB001), called 64Cu-NCAB001 ipPET. METHODS: NCAB001 was manufactured under cGMP conditions and labeled with 64Cu. The radiochemical and biological properties of 64Cu-NCAB001 were evaluated. Tumor uptake of an ip-administered 64Cu-NCAB001 in mice with orthotopic pancreatic tumor xPA1-DC xenografts was also evaluated. Pharmacokinetics and radiation dosimetry were examined using PET images acquired after the ip administration of 64Cu-NCAB001 into cynomolgus monkeys with pharmacologic safety monitoring. RESULTS: Radio-chromatography, cell-binding assays, and biodistribution of 64Cu-NCAB001 in mice were identical to those of our previous data with clinically available cetuximab. Small tumor lesions in the pancreas (≥3 mm) of mice could be identified by 64Cu-NCAB001 ipPET. The ip administration of 64Cu-NCAB001 into monkeys was safely conducted using ultrasound imaging. PET images in monkeys showed that ip-administered 64Cu-NCAB001 was distributed throughout the intraperitoneal cavity for up to 6 h and cleared thereafter. Most of the radioactivity was distributed in the liver and the large intestine. The radioactivity around the pancreas became negligible 24 h after administration. The estimated human effective dose was 0.0174 mSv/MBq. CONCLUSION: Our data support the initiation of clinical trials of 64Cu-NCAB001 ipPET to transfer this promising tool for the early diagnosis of pancreatic cancers.

10.
Nucl Med Commun ; 42(10): 1112-1121, 2021 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-34100794

RESUMEN

BACKGROUND: In pancreatic cancer surgery, accurate identification and resection of intrapancreatic residual tumors are quite difficult. We have developed a novel open-typed PET system (called 'OpenPET'), which enables high-resolution PET-guided surgery in real time, and demonstrated that OpenPET-guided surgery with intraperitoneally administered 64Cu-labeled anti-epidermal growth factor receptor antibody cetuximab is useful to detect and resect primary pancreatic cancer. Here, we investigated applicability of OpenPET-guided surgery for unexpected residual intrapancreatic tumors and examined its survival benefit over conventional surgery. METHODS: A mouse model with large (>1 cm) resectable pancreatic cancer of xPA-1-DC cells expressing red fluorescent protein was used. OpenPET-guided surgery was conducted 24 h after intraperitoneal administration of 64Cu-labeled cetuximab (7.4 MBq/mouse). For comparison, similar surgical procedures were conducted, and conventional tumor resection was attempted using only the naked eye (control). Survival rate after OpenPET-guided surgery was compared to that after control operations. RESULTS: Intraoperative OpenPET guidance enabled detection and resection of small residual tumors. Ten residual tumor specimens (3-10 mm in diameter) were intraoperatively isolated with OpenPET guidance (n = 7 mice). All isolated specimens showed tumor RFP signals. No resection of tumor tissue was performed in control group because the tumor could not be clearly detected with the naked eye alone. Mice after OpenPET-guided surgery showed significantly longer survival rates than those in control group. CONCLUSIONS: OpenPET-guided surgery with 64Cu-labeled-cetuximab enabled intraoperative identification and resection of intrapancreatic small residual tumors. This technology could be useful to prevent tumor residuals during surgery and improve pancreatic cancer survival.


Asunto(s)
Radioisótopos de Cobre
11.
Pharmaceutics ; 14(1)2021 Dec 28.
Artículo en Inglés | MEDLINE | ID: mdl-35056963

RESUMEN

Early diagnosis of pancreatic cancer using current imaging modalities remains challenging. We have developed a new approach to identify tumor lesions ≥ 3 mm in the pancreas by positron emission tomography (PET) with a new intraperitoneally administered 64Cu-labeled anti-epidermal growth factor receptor (EGFR) antibody (encoded as NCAB001), called 64Cu-NCAB001 ipPET. Generally, in clinical research, a radiometal-antibody complex must be prepared immediately before use at the imaging site. To make 64Cu-NCAB001 ipPET available to daily clinical practices in a sustainable way, the NCAB001-chelator conjugate and 64Cu-NCAB001 must be characterized and stabilized. NCAB001 was manufactured under cGMP conditions. NCAB001 was conjugated with a bifunctional chelator (p-SCN-Bn-PCTA), and the antibody-chelator conjugate (PCTA-NCAB001) was characterized by LC/MS and ELISA. Thereafter, to effectively manufacture 64Cu-NCAB001, we developed a new formulation to stabilize PCTA-NCAB001 and 64Cu-NCAB001. An average of three PCTA chelators were conjugated per molecule of NCAB001. The relative binding potency of PCTA-NCAB001 was comparable to cetuximab. The formulation consisting of acetate buffer, glycine, and polysorbate-80 stabilized PCTA-NCAB001 for a year-long storage. Additionally, this formulation enabled the stabilization of 64Cu-NCAB001 for up to 24 h after radiolabeling with a sufficient radioactivity concentration for clinical use. These results may accelerate the future use of 64Cu-NCAB001 ipPET in clinical settings for the early diagnosis and treatment of pancreatic cancer.

12.
Sci Rep ; 10(1): 4143, 2020 03 10.
Artículo en Inglés | MEDLINE | ID: mdl-32157106

RESUMEN

Pancreatic cancer (PC) has a poor prognosis owing to difficulties in the diagnosis of resectable PC at early stages. Several clinical studies have indicated that the detection and surgery of small resectable PC (<1 cm) can significantly improve survival; however, imaging diagnosis and accurate resection of small PC remain challenging. Here, we report the feasibility of "immuno-OpenPET" as a novel approach enabling not only early diagnosis but also image-guided surgery, using a small (<1 cm) resectable PC orthotopic xenograft mouse model. For immuno-OpenPET, we utilized our original OpenPET system, which enables high-resolution positron emission tomography (PET) imaging with depth-of-interaction detectors, as well as real-time image-guided surgery, by arranging the detectors to create an open space for surgery and accelerating the image reconstruction process by graphics processing units. For immuno-OpenPET, 64Cu-labeled anti-epidermal growth factor receptor antibody cetuximab was intraperitoneally administered into mice. It clearly identified PC tumors ≥3 mm. In contrast, neither OpenPET with intravenous-administered 64Cu-cetuximab nor intraperitoneal/intravenous-administered 18F-FDG (a traditional PET probe) could detect PC in this model. Immuno-OpenPET-guided surgery accurately resected small PC in mice and achieved significantly prolonged survival. This technology could provide a novel diagnostic and therapeutic strategy for small resectable PC to improve patient survival.


Asunto(s)
Cetuximab/inmunología , Radioisótopos de Cobre/metabolismo , Detección Precoz del Cáncer/métodos , Neoplasias Pancreáticas/patología , Tomografía de Emisión de Positrones/métodos , Cirugía Asistida por Computador/métodos , Animales , Antineoplásicos Inmunológicos/inmunología , Apoptosis , Proliferación Celular , Femenino , Humanos , Procesamiento de Imagen Asistido por Computador , Ratones , Ratones Endogámicos BALB C , Ratones Desnudos , Neoplasias Pancreáticas/diagnóstico por imagen , Neoplasias Pancreáticas/metabolismo , Neoplasias Pancreáticas/cirugía , Radiofármacos/metabolismo , Células Tumorales Cultivadas , Ensayos Antitumor por Modelo de Xenoinjerto
13.
Sci Rep ; 3: 3273, 2013 Nov 20.
Artículo en Inglés | MEDLINE | ID: mdl-24253616

RESUMEN

The therapeutic potential of molecular hydrogen (H2) is emerging in a number of human diseases and in their animal models, including in particular Parkinson's disease (PD). H2 supplementation of drinking water has been shown to exert disease-modifying effects in PD patients and neuroprotective effects in experimental PD model mice. However, H2 supplementation does not result in detectable changes in striatal H2 levels, indicating an indirect effect. Here we show that H2 supplementation increases gastric expression of mRNA encoding ghrelin, a growth hormone secretagogue, and ghrelin secretion, which are antagonized by the ß1-adrenoceptor blocker, atenolol. Strikingly, the neuroprotective effect of H2 water was abolished by either administration of the ghrelin receptor-antagonist, D-Lys(3) GHRP-6, or atenolol. Thus, the neuroprotective effect of H2 in PD is mediated by enhanced production of ghrelin. Our findings point to potential, novel strategies for ameliorating pathophysiology in which a protective effect of H2 supplementation has been demonstrated.


Asunto(s)
Ghrelina/metabolismo , Fármacos Neuroprotectores/metabolismo , Higiene Bucal , Agua/normas , Animales , Cuerpo Estriado/metabolismo , Modelos Animales de Enfermedad , Mucosa Gástrica/metabolismo , Regulación de la Expresión Génica , Ghrelina/genética , Masculino , Ratones , Enfermedad de Parkinson/genética , Enfermedad de Parkinson/metabolismo , Receptores Adrenérgicos beta 1/metabolismo , Transducción de Señal , Agua/administración & dosificación
15.
Jpn J Infect Dis ; 62(3): 233-5, 2009 May.
Artículo en Inglés | MEDLINE | ID: mdl-19468190

RESUMEN

Surveillance is critical for both early detection and a timely public health response to infectious diseases. Electronic information systems have been widely adopted by pharmacies in Japan. The aim of this study is to evaluate the feasibility of using prescription data for influenza surveillance in Japan to facilitate the development of a daily reporting system. This is a retrospective study using questionnaires mailed to pharmacies in Sakai City, Osaka, Japan in October 2007. The total number of prescriptions for oseltamivir and zanamivir and the number of influenza cases reported by sentinel surveillance in Sakai during the investigation period showed excellent correlation, with a correlation coefficient of 0.954. Further analysis showed that the data from as few as eight pharmacies result in a correlation coefficient of 0.9. These results demonstrate the feasibility of such a system and that pharmacy prescription data are a very useful indicator of sentinel surveillance for influenza.


Asunto(s)
Antivirales/uso terapéutico , Prescripciones de Medicamentos/estadística & datos numéricos , Gripe Humana/epidemiología , Vigilancia de la Población/métodos , Estaciones del Año , Interpretación Estadística de Datos , Humanos , Gripe Humana/tratamiento farmacológico , Estudios Retrospectivos , Encuestas y Cuestionarios
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