Identifying patients with refusal of percutaneous coronary intervention for acute myocardial infarction: a classification and regression tree analysis

Identifying patients with refusal of percutaneous coronary intervention for acute myocardial infarction: a classification and regression tree analysis
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识别拒绝接受经皮冠状动脉介入治疗的急性心肌梗死患者:分类和回归树分析

DOI:
10.1007/s11739-019-02079-3
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发表时间:
2019-04
影响因子:
4.6
通讯作者:
Chen Hong
Chen Hong
中科院分区:
医学3区
文献类型:
--
作者:
Wu Manyan;Li Long;Li Sufang;Cui Yuxia;Hu Dan;Song Junxian;Lee Chongyou;Chen Hong

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本研究的目的是开发并验证一种预测工具,以快速识别拒绝接受经皮冠状动脉介入治疗(PCI)的患者。我们利用我院 288 名 ST 段抬高型心肌梗死 (STEMI) 患者的衍生队列开发了一个风险分层模型,并在 115 名患者的前瞻性队列中进行了验证。推导队列和验证队列中分别有 52 名患者(18.1%)和 18 名患者(15.7%)拒绝 PCI。使用分类和回归树(CART)分析和多元逻辑回归进行统计分析。还调查了拒绝 PCI 的决策因素。 CART分析和Logistic回归均显示,自评轻度症状是不选择PCI的最显着预测因素。该模型生成了三个风险组。高危人群包括:自评症状较轻;自评严重症状,肾小球滤过率<60ml/min/1.73m2。中危组包括:自评症状严重、肾小球滤过率≥60ml/min/1.73m2、年龄≥75岁。低风险组包括:自评严重症状、肾小球滤过率≥60ml/min/1.73m2、年龄<75岁。三组拒绝 PCI 的比例分别为 45%~44%、18% 和 4%。敏感性为 88%,阴性预测值为 96%。当将该预测工具前瞻性地应用于验证队列时,得到了类似的结果。通过使用常见临床数据的预测工具,可以轻松识别低风险和高风险患者是否拒绝 PCI。该实用模型可能为此类人群的快速识别和早期响应提供有用的信息。
The purpose of the present study is to develop and validate a prediction tool to identify patients who refuse to receive percutaneous coronary intervention (PCI) rapidly. We developed a risk stratification model using the derivation cohort of 288 patients with ST segment elevation myocardial infarction (STEMI) in our hospital and validated it in a prospective cohort of 115 patients. There were 52 (18.1%) patients and 18 (15.7%) patients who refused PCI among derivation and validation cohort, respectively. A classification and regression tree (CART) analysis and multivariate logistic regression were used for statistical analysis. The decision-making factors for refusal of PCI were also investigated. The CART analysis and logistic regression both showed that self-rated mild symptom was the most significant predictor of not choosing PCI. The model generated three risk groups. The high-risk group included: self-rated mild symptoms; self-rated severe symptom, glomerular filtration rate < 60 ml/min/1.73m2. The intermediate-risk group included: self-rated severe symptom, glomerular filtration rate ≥ 60 ml/min/1.73m2and age ≥ 75 years. The low-risk group included: self-rated severe symptom, glomerular filtration rate ≥ 60 ml/min/1.73m2and age < 75 years. The prevalence for refusal of PCI of the three groups were 45%–44%, 18% and 4%, respectively. The sensitivity was 88% and the negative predictive value was 96%. And similar results were obtained when this prediction tool was applied prospectively to the validation cohort. Patients at low and high risk can be easily identified for refusal of PCI by the prediction tool using common clinical data. This practical model might provide useful information for rapid recognition and early response for this kind of crowd.
DOI: 10.1016/s0140-6736(18)32203-7
发表时间: 2018-11-10
期刊: Lancet (London, England)
影响因子: --
作者:
GBD 2017 Causes of Death Collaborators
通讯作者: GBD 2017 Causes of Death Collaborators
DOI: 10.12669/pjms.306.5696
发表时间: 2014-11
影响因子: 2.2
作者:
Shujuan Dong;Yingjie Chu;Haibo Zhang;Yuhang Wang;Xianzhi Yang;Lei Yang;Long Chen;Haijia Yu
通讯作者: Shujuan Dong;Yingjie Chu;Haibo Zhang;Yuhang Wang;Xianzhi Yang;Lei Yang;Long Chen;Haijia Yu
DOI: 10.1016/s0140-6736(14)61682-2
发表时间: 2015-01-10
期刊: LANCET
影响因子: 168.9
作者:
Naghavi, Mohsen;Wang, Haidong;Lozano, Rafael;Davis, Adrian;Liang, Xiaofeng;Zhou, Maigeng;Vollset, Stein Emil;Ozgoren, Ayse Abbasoglu;Abdalla, Safa;Abd-Allah, Foad;Aziz, Muna I. Abdel;Abera, Semaw Ferede;Aboyans, Victor;Abraham, Biju;Abraham, Jerry P.;Abuabara, Katrina E.;Abubakar, Ibrahim;Abu-Raddad, Laith J.;Abu-Rmeileh, Niveen M. E.;Achoki, Tom;Adelekan, Ademola;Ademi, Zanfi Na;Adofo, Koranteng;Adou, Arsene Kouablan;Adsuar, Jose C.;Arnlov, Johan;Agardh, Emilie Elisabet;Akena, Dickens;Al Khabouri, Mazin J.;Alasfoor, Deena;Albittar, Mohammed;Alegretti, Miguel Angel;Aleman, Alicia V.;Alemu, Zewdie Aderaw;Alfonso-Cristancho, Rafael;Alhabib, Samia;Ali, Mohammed K.;Ali, Raghib;Alla, Francois;Al Lami, Faris;Allebeck, Peter;AlMazroa, Mohammad A.;Salman, Rustam Al-Shahi;Alsharif, Ubai;Alvarez, Elena;Alviz-Guzman, Nelson;Amankwaa, Adansi A.;Amare, Azmeraw T.;Ameli, Omid;Amini, Hassan;Ammar, Walid;Anderson, H. Ross;Anderson, Benjamin O.;Antonio, Carl Abelardo T.;Anwari, Palwasha;Apfel, Henry;Cunningham, Solveig Argeseanu;Arsenijevic, Valentina S. Arsic;Al Artaman;Asad, Majed Masoud;Asghar, Rana J.;Assadi, Reza;Atkins, Lydia S.;Atkinson, Charles;Badawi, Alaa;Bahit, Maria C.;Bakfalouni, Talal;Balakrishnan, Kalpana;Balalla, Shivanthi;Banerjee, Amitava;Barber, Ryan M.;Barker-Collo, Suzanne L.;Barquera, Simon;Barregard, Lars;Barrero, Lope H.;Barrientos-Gutierrez, Tonatiuh;Basu, Arindam;Basu, Sanjay;Basulaiman, Mohammed Omar;Beardsley, Justin;Bedi, Neeraj;Beghi, Ettore;Bekele, Tolesa;Bell, Michelle L.;Benjet, Corina;Bennett, Derrick A.;Bensenor, Isabela M.;Benzian, Habib;Bertozzi-Villa, Amelia;Beyene, Tariku Jibat;Bhala, Neeraj;Bhalla, Ashish;Bhutta, Zulfiqar A.;Bikbov, Boris;Bin Abdulhak, Aref;Biryukov, Stan;Blore, Jed D.;Blyth, Fiona M.;Bohensky, Megan A.;Borges, Guilherme;Bose, Dipan;Boufous, Soufiane;Bourne, Rupert R.;Boyers, Lindsay N.;Brainin, Michael;Brauer, Michael;Brayne, Carol E. G.;Brazinova, Alexandra;Breitborde, Nicholas;Brenner, Hermann;Briggs, Adam D. M.;Brown, Jonathan C.;Brugha, Traolach S.;Buckle, Geoffrey C.;Bui, Linh Ngoc;Bukhman, Gene;Burch, Michael;Nonato, Ismael Ricardo Campos;Carabin, Helesne;Cardenas, Rosario;Carapetis, Jonathan;Carpenter, David O.;Caso, Valeria;Castaneda-Orjuela, Carlos A.;Castro, Ruben Estanislao;Catala-Lopez, Ferrn;Cavalleri, Fiorella;Chang, Jung-Chen;Charlson, Fiona C.;Che, Xuan;Chen, Honglei;Chen, Yingyao;Chen, Jian Sheng;Chen, Zhengming;Chiang, Peggy Pei-Chia;Chimed-Ochir, Odgerel;Chowdhury, Rajiv;Christensen, Hanne;Christophi, Costas A.;Chuang, Ting-Wu;Chugh, Sumeet S.;Cirillo, Massimo;Coates, Matthew M.;Coffeng, Luc Edgar;Coggeshall, Megan S.;Cohen, Aaron;Colistro, Valentina;Colquhoun, Samantha M.;Colomar, Mercedes;Cooper, Leslie Trumbull;Cooper, Cyrus;Coppola, Luis M.;Cortinovis, Monica;Courville, Karen;Cowie, Benjamin C.;Criqui, Michael H.;Crump, John A.;Cuevas-Nasu, Lucia;Leite, Iuri da Costa;Dabhadkar, Kaustubh C.;Dandona, Lalit;Dandona, Rakhi;Dansereau, Emily;Dargan, Paul I.;Dayama, Anand;De la Cruz-Gongora, Vanessa;de la Vega, Shelley F.;De Leo, Diego;Degenhardt, Louisa;del Pozo-Cruz, Borja;Dellavalle, Robert P.;Deribe, Kebede;Jarlais, Don C. Des;Dessalegn, Muluken;deVeber, Gabrielle A.;Dharmaratne, Samath D.;Dherani, Mukesh;Diaz-Ortega, Jose-Luis;Diaz-Torne, Cesar;Dicker, Daniel;Ding, Eric L.;Dokova, Klara;Dorsey, E. Ray;Driscoll, Tim R.;Duan, Leilei;Duber, Herbert C.;Durrani, Adnan M.;Ebel, Beth E.;Edmond, Karen M.;Ellenbogen, Richard G.;Elshrek, Yousef;Ermakov, Sergey Petrovich;Erskine, Holly E.;Eshrati, Babak;Esteghamati, Alireza;Estep, Kara;Fuerst, Thomas;Fahimi, Saman;Fahrion, Anna S.;Faraon, Emerito Jose A.;Farzadfar, Farshad;Fay, Derek F. J.;Feigl, Andrea B.;Feigin, Valery L.;Felicio, Manuela Mendonca;Fereshtehnejad, Seyed-Mohammad;Fernandes, Jefferson G.;Ferrari, Alize J.;Fleming, Thomas D.;Foigt, Nataliya;Foreman, Kyle;Forouzanfar, Mohammad H.;Fowkes, F. Gerry R.;Fra Paleo, Urbano;Franklin, Richard C.;Futran, Neal D.;Gaffikin, Lynne;Gambashidze, Ketevan;Gankpe, Fortune Gbetoho;Garcia-Guerra, Francisco Armando;Garcia, Ana Cristina;Geleijnse, Johanna M.;Gessner, Bradford D.;Gibney, Katherine B.;Gillum, Richard F.;Gilmour, Stuart;Abdelmageem, Ibrahim;Ginawi, Mohamed;Giroud, Maurice;Glaser, Elizabeth L.;Goenka, Shifalika;Dantes, Hector Gomez;Gona, Philimon;Gonzalez-Medina, Diego;Guinovart, Caterina;Gupta, Rahul;Gupta, Rajeev;Gosselin, Richard A.;Gotay, Carolyn C.;Goto, Atsushi;Gowda, Hube N.;Graetz, Nicholas;Greenwell, K. Fern;Gugnani, Harish Chander;Gunnell, David;Gutierrez, Reyna A.;Haagsma, Juanita;Hafezi-Nejad, Nima;Hagan, Holly;Hagstromer, Maria;Halasa, Yara A.;Hamadeh, Randah Ribhi;Hamavid, Hannah;Hammami, Mouhanad;Hancock, Jamie;Hankey, Graeme J.;Hansen, Gillian M.;Harb, Hilda L.;Harewood, Heather;Haro, Josep Maria;Havmoeller, Rasmus;Hay, Roderick J.;Hay, Simon I.;Hedayati, Mohammad T.;Pi, Ileana B. Heredia;Heuton, Kyle R.;Heydarpour, Pouria;Higashi, Hideki;Hijar, Martha;Hoek, Hans W.;Hoffman, Howard J.;Hornberger, John C.;Hosgood, H. Dean;Hossain, Mazeda;Hotez, Peter J.;Hoy, Damian G.;Hsairi, Mohamed;Hu, Guoqing;Huang, John J.;Huffman, Mark D.;Hughes, Andrew J.;Husseini, Abdullatif;Huynh, Chantal;Iannarone, Marissa;Iburg, Kim M.;Idrisov, Bulat T.;Ikeda, Nayu;Innos, Kaire;Inoue, Manami;Islami, Farhad;Ismayilova, Samaya;Jacobsen, Kathryn H.;Jassal, Simerjot;Jayaraman, Sudha P.;Jensen, Paul N.;Jha, Vivekanand;Jiang, Guohong;Jiang, Ying;Jonas, Jost B.;Joseph, Jonathan;Juel, Knud;Kabagambe, Edmond Kato;Kan, Haidong;Karch, Andre;Karimkhani, Chante;Karthikeyan, Ganesan;Kassebaum, Nicholas;Kaul, Anil;Kawakami, Norito;Kazanjan, Konstantin;Kazi, Dhruv S.;Kemp, Andrew H.;Kengne, Andre Pascal;Keren, Andre;Kereselidze, Maia;Khader, Yousef Saleh;Khalifa, Shams Eldin Ali Hassan;Khan, Ejaz Ahmed;Khan, Gulfaraz;Khang, Young-Ho;Kieling, Christian;Kinfu, Yohannes;Kinge, Jonas M.;Kim, Daniel;Kim, Sungroul;Kivipelto, Miia;Knibbs, Luke;Knudsen, Ann Kristin;Kokubo, Yoshihiro;Kosen, Sowarta;Kotagal, Meera;Kravchenko, Michael A.;Krishnaswami, Sanjay;Krueger, Hans;Defo, Barthelemy Kuate;Kuipers, Ernst J.;Bicer, Burcu Kucuk;Kulkarni, Chanda;Kulkarni, Veena S.;Kumar, Kaushalendra;Kumar, Ravi B.;Kwan, Gene F.;Kyu, Hmwe;Lai, Taavi;Balaji, Arjun Lakshmana;Lalloo, Ratilal;Lallukka, Tea;Lam, Hilton;Lan, Qing;Lansingh, Van C.;Larson, Heidi J.;Larsson, Anders;Lavados, Pablo M.;Lawrynowicz, Alicia E. B.;Leasher, Janet L.;Lee, Jong-Tae;Leigh, James;Leinsalu, Mall;Leung, Ricky;Levitz, Carly;Li, Bin;Li, Yichong;Li, Yongmei;Liddell, Chelsea;Lim, Stephen S.;de Lima, Graca Maria Ferreira;Lind, Maggie L.;Lipshultz, Steven E.;Liu, Shiwei;Liu, Yang;Lloyd, Belinda K.;Lofgren, Katherine T.;Logroscino, Giancarlo;London, Stephanie J.;Lortet-Tieulent, Joannie;Lotufo, Paulo A.;Lucas, Robyn M.;Lunevicius, Raimundas;Lyons, Ronan Anthony;Ma, Stefan;Machado, Vasco Manuel Pedro;MacIntyre, Michael F.;Mackay, Mark T.;MacLachlan, Jennifer H.;Magis-Rodriguez, Carlos;Mahdi, Abbas A.;Majdan, Marek;Malekzadeh, Reza;Mangalam, Srikanth;Mapoma, Christopher Chabila;Marape, Marape;Marcenes, Wagner;Margono, Christopher;Marks, Guy B.;Marzan, Melvin Barrientos;Masci, Joseph R.;Mashal, Mohammad Taufi Q.;Masiye, Felix;Mason-Jones, Amanda J.;Matzopolous, Richard;Mayosi, Bongani M.;Mazorodze, Tasara T.;McGrath, John J.;Mckay, Abigail C.;Mckee, Martin;McLain, Abigail;Meaney, Peter A.;Mehndiratta, Man Mohan;Mejia-Rodriguez, Fabiola;Melaku, Yohannes Adama;Meltzer, Michele;Memish, Ziad A.;Mendoza, Walter;Mensah, George A.;Meretoja, Atte;Mhimbira, Francis A.;Miller, Ted R.;Mills, Edward J.;Misganaw, Awoke;Mishra, Santosh K.;Mock, Charles N.;Moffitt, Terrie E.;Ibrahim, Norlinah Mohamed;Mohammad, Karzan Abdulmuhsin;Mokdad, Ali H.;Mola, Glen Liddell;Monasta, Lorenzo;Monis, Jonathan de la Cruz;Hernandez, Julio C. Montaez;Montico, Marcella;Montine, Thomas J.;Mooney, Meghan D.;Moore, Ami R.;Moradi-Lakeh, Maziar;Moran, Andrew E.;Mori, Rintaro;Moschandreas, Joanna;Moturi, Wilkister Nyaora;Moyer, Madeline L.;Mozaffarian, Dariush;Mueller, Ulrich O.;Mukaigawara, Mitsuru;Mullany, Erin C.;Murray, Joseph;Mustapha, Adetoun;Naghavi, Paria;Naheed, Aliya;Naidoo, Kovin S.;Naldi, Luigi;Nand, Devina;Nangia, Vinay;Narayan, K. M. Venkat;Nash, Denis;Nasher, Jamal;Nejjari, Chakib;Nelson, Robert G.;Neuhouser, Marian;Neupane, Sudan Prasad;Newcomb, Polly A.;Newman, Lori;Newton, Charles R.;Ng, Marie;Ngalesoni, Frida Namnyak;Nguyen, Grant;Nhung Thi Trang Nguyen;Nisar, Muhammad Imran;Nolte, Sandra;Norheim, Ole F.;Norman, Rosana E.;Norrving, Bo;Nyakarahuka, Luke;Odell, Shaun;O'Donnell, Martin;Ohkubo, Takayoshi;Ohno, Summer Lockett;Olusanya, Bolajoko O.;Omer, Saad B.;Opio, John Nelson;Orisakwe, Orish Ebere;Ortblad, Katrina F.;Ortiz, Alberto;Otayza, Maria Lourdes K.;Pain, Amanda W.;Pandian, Jeyaraj D.;Panelo, Carlo Irwin;Panniyammakal, Jeemon;Papachristou, Christina;Paternina Caicedo, Angel J.;Patten, Scott B.;Patton, George C.;Paul, Vinod K.;Pavlin, Boris;Pearce, Neil;Pellegrini, Carlos A.;Pereira, David M.;Peresson, Sophie C.;Perez-Padilla, Rogelio;Perez-Ruiz, Fernando P.;Perico, Norberto;Pervaiz, Aslam;Pesudovs, Konrad;Peterson, Carrie B.;Petzold, Max;Phillips, Bryan K.;Phillips, David E.;Phillips, Michael R.;Plass, Dietrich;Piel, Frederic Bernard;Poenaru, Dan;Polinder, Suzanne;Popova, Svetlana;Poulton, Richie G.;Pourmalek, Farshad;Prabhakaran, Dorairaj;Qato, Dima;Quezada, Amado D.;Quistberg, D. 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C.;Schumacher, Austin E.;Schwebel, David C.;Scott, James G.;Sepanlou, Sadaf G.;Servan-Mori, Edson E.;Shackelford, Katya;Shaheen, Amira;Shahraz, Saeid;Shakh-Nazarova, Marina;Shangguan, Siyi;She, Jun;Sheikhbahaei, Sara;Shepard, Donald S.;Shibuya, Kenji;Shinohara, Yukito;Shishani, Kawkab;Shiue, Ivy;Shivakoti, Rupak;Shrime, Mark G.;Sigfusdottir, Inga Dora;Silberberg, Donald H.;Silva, Andrea P.;Simard, Edgar P.;Sindi, Shireen;Singh, Jasvinder A.;Singh, Lavanya;Sioson, Edgar;Skirbekk, Vegard;Sliwa, Karen;So, Samuel;Soljak, Michael;Soneji, Samir;Soshnikov, Sergey S.;Sposato, Luciano A.;Sreeramareddy, Chandrashekhar T.;Stanaway, Jeff Rey D.;Stathopoulou, Vasiliki Kalliopi;Steenland, Kyle;Stein, Claudia;Steiner, Caitlyn;Stevens, Antony;Stoeckl, Heidi;Straif, Kurt;Stroumpoulis, Konstantinos;Sturua, Lela;Sunguya, Bruno F.;Swaminathan, Soumya;Swaroop, Mamta;Sykes, Bryan L.;Tabb, Karen M.;Takahashi, Ken;Talongwa, Roberto Tchio;Tan, Feng;Tanne, David;Tanner, Marcel;Tavakkoli, Mohammad;Ao, Braden Te;Teixeira, Carolina Maria;Templin, Tara;Tenkorang, Eric Yeboah;Terkawi, Abdullah Sulieman;Thomas, Bernadette A.;Thorne-Lyman, Andrew L.;Thrift, Amanda G.;Thurston, George D.;Tillmann, Taavi;Tirschwell, David L.;Tleyjeh, Imad M.;Tonelli, Marcello;Topouzis, Fotis;Towbin, Jeffrey A.;Toyoshima, Hideaki;Traebert, Jefferson;Tran, Bach X.;Truelsen, Thomas;Trujillo, Ulises;Trillini, Matias;Dimbuene, Zacharie Tsala;Tsilimbaris, Miltiadis;Tuzcu, E. Murat;Ubeda, Clotilde;Uchendu, Uche S.;Ukwaja, Kingsley N.;Undurraga, Eduardo A.;Vallely, Andrew J.;van de Vijver, Steven;van Gool, Coen H.;Varakin, Yuri Y.;Vasankari, Tommi J.;Vasconcelos, Ana Maria Nogales;Vavilala, Monica S.;Venketasubramanian, N.;Vijayakumar, Lakshmi;Villalpando, Salvador;Violante, Francesco S.;Vlassov, Vasiliy Victorovich;Wagner, Gregory R.;Waller, Stephen G.;Wang, JianLi;Wang, Linhong;Wang, XiaoRong;Wang, Yanping;Warouw, Tati Suryati;Weichenthal, Scott;Weiderpass, Elisabete;Weintraub, Robert G.;Wenzhi, Wang;Werdecker, Andrea;Wessells, K. Ryan R.;Westerman, Ronny;Whiteford, Harvey A.;Wilkinson, James D.;Williams, Thomas Neil;Woldeyohannes, Solomon Meseret;Wolfe, Charles D. A.;Wolock, Timothy M.;Woolf, Anthony D.;Wong, John Q.;Wright, Jonathan L.;Wulf, Sarah;Wurtz, Brittany;Xu, Gelin;Yang, Yang C.;Yano, Yuichiro;Yatsuya, Hiroshi;Yip, Paul;Yonemoto, Naohiro;Yoon, Seok-Jun;Younis, Mustafa;Yu, Chuanhua;Jin, Kim Yun;Zaki, Maysaa El Sayed;Zamakhshary, Mohammed Fouad;Zeeb, Hajo;Zhang, Yong;Zhao, Yong;Zheng, Yingfeng;Zhu, Jun;Zhu, Shankuan;Zonies, David;Zou, Xiao Nong;Zunt, Joseph R.;Vos, Theo;Lopez, Alan D.;Murray, Christopher J. L.
通讯作者: Murray, Christopher J. L.
DOI: 10.25011/cim.v31i4.4779
发表时间: 2008-08
期刊: Clinical and investigative medicine. Medecine clinique et experimentale
影响因子: --
作者:
Shou-yan Zhang;D. Hu;Yi-hong Sun;Jingang Yang
通讯作者: Shou-yan Zhang;D. Hu;Yi-hong Sun;Jingang Yang
DOI: 10.3760/cma.j.issn.0366-6999.2010.07.007
发表时间: 2010-04-05
影响因子: 6.1
作者:
Xun Yi-wen;Yang Jin-gang;Hu Da-yi
通讯作者: Hu Da-yi