Development and Validation of a Nomogram for Predicting the Long-Term Survival in Patients With Chronic Thromboembolic Pulmonary Hypertension
被引:3
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作者:
Hu, Song
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Chinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Thrombosis Ctr,Natl Ctr Cardiovasc Dis,State Key, Natl Clin Res Ctr Cardiovasc Dis,Key Lab Pulm Vas, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Thrombosis Ctr,Natl Ctr Cardiovasc Dis,State Key, Natl Clin Res Ctr Cardiovasc Dis,Key Lab Pulm Vas, Beijing, Peoples R China
Hu, Song
[1
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Tan, Jiang-Shan
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机构:
Chinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Thrombosis Ctr,Natl Ctr Cardiovasc Dis,State Key, Natl Clin Res Ctr Cardiovasc Dis,Key Lab Pulm Vas, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Thrombosis Ctr,Natl Ctr Cardiovasc Dis,State Key, Natl Clin Res Ctr Cardiovasc Dis,Key Lab Pulm Vas, Beijing, Peoples R China
Tan, Jiang-Shan
[1
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Liu, Sheng
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机构:
Chinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Adult Cardiac Surg Ctr, Natl Ctr Cardiovasc Dis,Dept Cardiac Surg, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Thrombosis Ctr,Natl Ctr Cardiovasc Dis,State Key, Natl Clin Res Ctr Cardiovasc Dis,Key Lab Pulm Vas, Beijing, Peoples R China
Liu, Sheng
[2
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Guo, Ting-Ting
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Chinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Thrombosis Ctr,Natl Ctr Cardiovasc Dis,State Key, Natl Clin Res Ctr Cardiovasc Dis,Key Lab Pulm Vas, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Thrombosis Ctr,Natl Ctr Cardiovasc Dis,State Key, Natl Clin Res Ctr Cardiovasc Dis,Key Lab Pulm Vas, Beijing, Peoples R China
Guo, Ting-Ting
[1
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Song, Wu
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Chinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Adult Cardiac Surg Ctr, Natl Ctr Cardiovasc Dis,Dept Cardiac Surg, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Thrombosis Ctr,Natl Ctr Cardiovasc Dis,State Key, Natl Clin Res Ctr Cardiovasc Dis,Key Lab Pulm Vas, Beijing, Peoples R China
Song, Wu
[2
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Peng, Fu-Hua
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Chinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Thrombosis Ctr,Natl Ctr Cardiovasc Dis,State Key, Natl Clin Res Ctr Cardiovasc Dis,Key Lab Pulm Vas, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Thrombosis Ctr,Natl Ctr Cardiovasc Dis,State Key, Natl Clin Res Ctr Cardiovasc Dis,Key Lab Pulm Vas, Beijing, Peoples R China
Peng, Fu-Hua
[1
]
Wu, Yan
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Chinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Thrombosis Ctr,Natl Ctr Cardiovasc Dis,State Key, Natl Clin Res Ctr Cardiovasc Dis,Key Lab Pulm Vas, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Thrombosis Ctr,Natl Ctr Cardiovasc Dis,State Key, Natl Clin Res Ctr Cardiovasc Dis,Key Lab Pulm Vas, Beijing, Peoples R China
Wu, Yan
[1
]
Gao, Xin
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Chinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Thrombosis Ctr,Natl Ctr Cardiovasc Dis,State Key, Natl Clin Res Ctr Cardiovasc Dis,Key Lab Pulm Vas, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Thrombosis Ctr,Natl Ctr Cardiovasc Dis,State Key, Natl Clin Res Ctr Cardiovasc Dis,Key Lab Pulm Vas, Beijing, Peoples R China
Gao, Xin
[1
]
Hua, Lu
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Chinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Thrombosis Ctr,Natl Ctr Cardiovasc Dis,State Key, Natl Clin Res Ctr Cardiovasc Dis,Key Lab Pulm Vas, Beijing, Peoples R ChinaChinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Thrombosis Ctr,Natl Ctr Cardiovasc Dis,State Key, Natl Clin Res Ctr Cardiovasc Dis,Key Lab Pulm Vas, Beijing, Peoples R China
Hua, Lu
[1
]
机构:
[1] Chinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Thrombosis Ctr,Natl Ctr Cardiovasc Dis,State Key, Natl Clin Res Ctr Cardiovasc Dis,Key Lab Pulm Vas, Beijing, Peoples R China
[2] Chinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Adult Cardiac Surg Ctr, Natl Ctr Cardiovasc Dis,Dept Cardiac Surg, Beijing, Peoples R China
There remains a lack of prognosis models for patients with chronic thromboembolic pulmonary hypertension (CTEPH). This study aims to develop a nomogram predicting 3-, 5-, and 7-year survival in patients with CTEPH and verify the prognostic model. Patients with CTEPH diagnosed in Fuwai Hospital were enrolled consecutively between May 2013 and May 2019. Among them, 70% were randomly split into a training set and the other 30% as a validation set for external validation. Cox proportional hazards model was used to identify the potential survival-related factors which were candidate variables for the establishment of nomogram and the final model was internally validated by the bootstrap method. A total of 350 patients were included in the final analysis and the median followup period of the whole cohort was 51.2 months. Multivariate analysis of Cox proportional hazards regression showed body mass index, mean right atrial pressure, N-terminal probrain natriuretic peptide (per 500 ng/ml increase in concentration), presence of anemia, and main treatment choice were the independent risk factors of mortality. The nomogram demonstrated good discrimination with the corrected C-index of 0.82 in the training set, and the C-index of 0.80 (95% CI: 0.70 to 0.91) in the external validation set. The calibration plots also showed a good agreement between predicted and actual survival in both training and validation sets. In conclusion, we developed an easy-to-use nomogram with good apparent performance using 5 readily available variables, which may help physicians to identify CTEPH patients at high risk for poor prognosis and implement medical interventions. (C) 2021 Elsevier Inc. All rights reserved.
机构:
Univ Paris 11, Hop Bicetre, AP HP, Serv Pneumol,Lab Excellence Rech Medicament & Inn, Le Kremlin Bicetre, France
Hop Bicetre, INSERM, U999, F-94270 Le Kremlin Bicetre, FranceUniv Paris 11, Hop Bicetre, AP HP, Serv Pneumol,Lab Excellence Rech Medicament & Inn, Le Kremlin Bicetre, France
Simonneau, Gerald
D'Armini, Andrea M.
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Univ Pavia, Div Cardiothorac Surg, Fdn IRCCS Policlin San Matteo, Sch Med, Via Palestro 3, I-27100 Pavia, ItalyUniv Paris 11, Hop Bicetre, AP HP, Serv Pneumol,Lab Excellence Rech Medicament & Inn, Le Kremlin Bicetre, France
D'Armini, Andrea M.
Ghofrani, Hossein-Ardeschir
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机构:
UGMLC, Giessen, Germany
German Ctr Lung Res DZL, Giessen, Germany
Univ London Imperial Coll Sci Technol & Med, Dept Med, London, EnglandUniv Paris 11, Hop Bicetre, AP HP, Serv Pneumol,Lab Excellence Rech Medicament & Inn, Le Kremlin Bicetre, France
Ghofrani, Hossein-Ardeschir
Grimminger, Friedrich
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机构:
UGMLC, Giessen, Germany
German Ctr Lung Res DZL, Giessen, GermanyUniv Paris 11, Hop Bicetre, AP HP, Serv Pneumol,Lab Excellence Rech Medicament & Inn, Le Kremlin Bicetre, France
Grimminger, Friedrich
Jansa, Pavel
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Fac Med 1, Clin Dept Cardiol & Angiol, Prague, Czech Republic
Gen Teaching Hosp, Prague, Czech RepublicUniv Paris 11, Hop Bicetre, AP HP, Serv Pneumol,Lab Excellence Rech Medicament & Inn, Le Kremlin Bicetre, France
Jansa, Pavel
Kim, Nick H.
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Univ Calif San Diego, Sch Med, Div Pulm & Crit Care Med, La Jolla, CA 92093 USAUniv Paris 11, Hop Bicetre, AP HP, Serv Pneumol,Lab Excellence Rech Medicament & Inn, Le Kremlin Bicetre, France
Kim, Nick H.
Mayer, Eckhard
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Kerckhoff Heart & Lung Ctr, Bad Nauheim, GermanyUniv Paris 11, Hop Bicetre, AP HP, Serv Pneumol,Lab Excellence Rech Medicament & Inn, Le Kremlin Bicetre, France
Mayer, Eckhard
Pulido, Tomas
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Natl Heart Inst, Cardiopulm Dept, Mexico City, DF, MexicoUniv Paris 11, Hop Bicetre, AP HP, Serv Pneumol,Lab Excellence Rech Medicament & Inn, Le Kremlin Bicetre, France
Pulido, Tomas
Wang, Chen
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机构:
Beijing Chao Yang Hosp, Beijing Inst Resp Med, Beijing, Peoples R China
Capital Med Univ, Dept Resp Med, Beijing, Peoples R China
Beijing Key Lab Resp & Pulm Circulat Disorders, Beijing, Peoples R ChinaUniv Paris 11, Hop Bicetre, AP HP, Serv Pneumol,Lab Excellence Rech Medicament & Inn, Le Kremlin Bicetre, France
Wang, Chen
Colorado, Pablo
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机构:
Bayer Pharma AG, Global Clin Dev, Barcelona, SpainUniv Paris 11, Hop Bicetre, AP HP, Serv Pneumol,Lab Excellence Rech Medicament & Inn, Le Kremlin Bicetre, France
Colorado, Pablo
Fritsch, Arno
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Bayer HealthCare Pharmaceut, Global Clin Dev, Wuppertal, GermanyUniv Paris 11, Hop Bicetre, AP HP, Serv Pneumol,Lab Excellence Rech Medicament & Inn, Le Kremlin Bicetre, France
Fritsch, Arno
Meier, Christian
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Bayer Pharma AG, Global Clin Dev, Berlin, GermanyUniv Paris 11, Hop Bicetre, AP HP, Serv Pneumol,Lab Excellence Rech Medicament & Inn, Le Kremlin Bicetre, France
Meier, Christian
Nikkho, Sylvia
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Bayer Pharma AG, Global Clin Dev, Berlin, GermanyUniv Paris 11, Hop Bicetre, AP HP, Serv Pneumol,Lab Excellence Rech Medicament & Inn, Le Kremlin Bicetre, France
Nikkho, Sylvia
Hoeper, Marius M.
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机构:
German Ctr Lung Res DZL, Giessen, Germany
Hannover Med Sch, Clin Resp Med, Hannover, GermanyUniv Paris 11, Hop Bicetre, AP HP, Serv Pneumol,Lab Excellence Rech Medicament & Inn, Le Kremlin Bicetre, France
机构:
Shandong First Med Univ, Dept Resp & Crit Care Med, Shandong Prov Hosp, 9677 Jing Shi Rd, Jinan 250000, Shandong, Peoples R ChinaShandong First Med Univ, Dept Resp & Crit Care Med, Shandong Prov Hosp, 9677 Jing Shi Rd, Jinan 250000, Shandong, Peoples R China
Liu, Guixiang
Wen, Jing
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Chinese Acad Med Sci & Peking Union Med Coll, China Japan Friendship Hosp, Dept Pulm & Crit Care Med, Ctr Resp Med, Beijing, Peoples R ChinaShandong First Med Univ, Dept Resp & Crit Care Med, Shandong Prov Hosp, 9677 Jing Shi Rd, Jinan 250000, Shandong, Peoples R China
Wen, Jing
Lv, Chunyi
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Shandong First Med Univ, Dept Resp & Crit Care Med, Shandong Prov Hosp, 9677 Jing Shi Rd, Jinan 250000, Shandong, Peoples R ChinaShandong First Med Univ, Dept Resp & Crit Care Med, Shandong Prov Hosp, 9677 Jing Shi Rd, Jinan 250000, Shandong, Peoples R China
Lv, Chunyi
Liu, Mingjie
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Shandong First Med Univ, Dept Resp & Crit Care Med, Shandong Prov Hosp, 9677 Jing Shi Rd, Jinan 250000, Shandong, Peoples R ChinaShandong First Med Univ, Dept Resp & Crit Care Med, Shandong Prov Hosp, 9677 Jing Shi Rd, Jinan 250000, Shandong, Peoples R China
Liu, Mingjie
Li, Min
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Shandong First Med Univ, Dept Resp & Crit Care Med, Shandong Prov Hosp, 9677 Jing Shi Rd, Jinan 250000, Shandong, Peoples R ChinaShandong First Med Univ, Dept Resp & Crit Care Med, Shandong Prov Hosp, 9677 Jing Shi Rd, Jinan 250000, Shandong, Peoples R China
Li, Min
Fang, Kexia
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Zibo Municipal Hosp, Dept Resp & Crit Care Med, Zibo, Shandong, Peoples R ChinaShandong First Med Univ, Dept Resp & Crit Care Med, Shandong Prov Hosp, 9677 Jing Shi Rd, Jinan 250000, Shandong, Peoples R China
Fang, Kexia
Fei, Jianwen
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Yantaishan Hosp, Dept Resp & Crit Care Med, Yantai, Shandong, Peoples R ChinaShandong First Med Univ, Dept Resp & Crit Care Med, Shandong Prov Hosp, 9677 Jing Shi Rd, Jinan 250000, Shandong, Peoples R China
Fei, Jianwen
Zhang, Nannan
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Jining Third Peoples Hosp, Dept Resp & Crit Care Med, Jining, Shandong, Peoples R ChinaShandong First Med Univ, Dept Resp & Crit Care Med, Shandong Prov Hosp, 9677 Jing Shi Rd, Jinan 250000, Shandong, Peoples R China
Zhang, Nannan
Li, Xuehua
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Shandong First Med Univ, Affiliated Hosp 2, Dept Resp & Crit Care Med, Tai An, Shandong, Peoples R ChinaShandong First Med Univ, Dept Resp & Crit Care Med, Shandong Prov Hosp, 9677 Jing Shi Rd, Jinan 250000, Shandong, Peoples R China
Li, Xuehua
Wang, Huarui
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Linyi Peoples Hosp, Dept Resp & Crit Care Med, Linyi, Shandong, Peoples R ChinaShandong First Med Univ, Dept Resp & Crit Care Med, Shandong Prov Hosp, 9677 Jing Shi Rd, Jinan 250000, Shandong, Peoples R China
Wang, Huarui
Sun, Yuanyuan
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Shandong First Med Univ, Dept Resp & Crit Care Med, Shandong Prov Hosp, 9677 Jing Shi Rd, Jinan 250000, Shandong, Peoples R ChinaShandong First Med Univ, Dept Resp & Crit Care Med, Shandong Prov Hosp, 9677 Jing Shi Rd, Jinan 250000, Shandong, Peoples R China
Sun, Yuanyuan
Zhu, Ling
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Shandong First Med Univ, Dept Resp & Crit Care Med, Shandong Prov Hosp, 9677 Jing Shi Rd, Jinan 250000, Shandong, Peoples R ChinaShandong First Med Univ, Dept Resp & Crit Care Med, Shandong Prov Hosp, 9677 Jing Shi Rd, Jinan 250000, Shandong, Peoples R China