Selected article for: "analysis cluster and latent cluster"

Author: Osawa, Itsuki; Okamoto, Koh; Ikeda, Mahoko; Otani, Amato; Wakimoto, Yuji; Yamashita, Marie; Shinohara, Takayuki; Kanno, Yoshiaki; Jubishi, Daisuke; Kurano, Makoto; Harada, Sohei; Okugawa, Shu; Yatomi, Yutaka; Moriya, Kyoji
Title: Dynamic changes in fibrinogen and D-dimer levels in COVID-19 patients on nafamostat mesylate
  • Cord-id: qcjugi70
  • Document date: 2020_9_12
  • ID: qcjugi70
    Snippet: Critical illnesses associated with coronavirus disease 2019 (COVID-19) are attributable to a hypercoagulable status. There is limited knowledge regarding the dynamic changes in coagulation factors among COVID-19 patients on nafamostat mesylate, a potential therapeutic anticoagulant for COVID-19. First, we retrospectively conducted a cluster analysis based on clinical characteristics on admission to identify latent subgroups among fifteen patients with COVID-19 on nafamostat mesylate at the Unive
    Document: Critical illnesses associated with coronavirus disease 2019 (COVID-19) are attributable to a hypercoagulable status. There is limited knowledge regarding the dynamic changes in coagulation factors among COVID-19 patients on nafamostat mesylate, a potential therapeutic anticoagulant for COVID-19. First, we retrospectively conducted a cluster analysis based on clinical characteristics on admission to identify latent subgroups among fifteen patients with COVID-19 on nafamostat mesylate at the University of Tokyo Hospital, Japan, between April 6 and May 31, 2020. Next, we delineated the characteristics of all patients as well as COVID-19-patient subgroups and compared dynamic changes in coagulation factors among each subgroup. The subsequent dynamic changes in fibrinogen and D-dimer levels were presented graphically. All COVID-19 patients were classified into three subgroups: clusters A, B, and C, representing low, intermediate, and high risk of poor outcomes, respectively. All patients were alive 30 days from symptom onset. No patient in cluster A required mechanical ventilation; however, all patients in cluster C required mechanical ventilation, and half of them were treated with venovenous extracorporeal membrane oxygenation. All patients in cluster A maintained low D-dimer levels, but some critical patients in clusters B and C showed dynamic changes in fibrinogen and D-dimer levels. Although the potential of nafamostat mesylate needs to be evaluated in randomized clinical trials, admission characteristics of patients with COVID-19 could predict subsequent coagulopathy.

    Search related documents:
    Co phrase search for related documents
    • abnormal coagulation and admission characteristic: 1
    • abnormal coagulation and admission level: 1, 2
    • abnormal coagulation and admission patient: 1, 2, 3
    • academic hospital and acute respiratory distress syndrome: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12
    • academic hospital and admission level: 1, 2, 3
    • academic hospital and admission patient: 1, 2, 3, 4
    • academic hospital and admission status: 1
    • acute respiratory distress syndrome and admission characteristic: 1
    • acute respiratory distress syndrome and admission level: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18
    • acute respiratory distress syndrome and admission patient: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
    • acute respiratory distress syndrome and admission status: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13
    • acute respiratory distress syndrome and admission symptom onset: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10
    • acute respiratory distress syndrome and admission symptom onset day: 1