Predicting mortality from intracranial hemorrhage in patients who undergo allogeneic hematopoietic stem cell transplantation

被引:4
作者
Ren, Xiying [1 ,2 ,3 ,4 ]
Huang, Qiusha [1 ,2 ,3 ,4 ]
Qu, Qingyuan [1 ,2 ,3 ,4 ]
Cai, Xuan [1 ,2 ,3 ,4 ]
Fu, Haixia [1 ,2 ,3 ,4 ]
Mo, Xiaodong [1 ,2 ,3 ,4 ]
Wang, Yu [1 ,2 ,3 ,4 ]
Zheng, Yawei [5 ,6 ]
Jiang, Erlie [5 ,6 ]
Ye, Yishan [7 ]
Luo, Yi [7 ]
Chen, Shaozhen [8 ]
Yang, Ting [8 ]
Zhang, Yuanyuan [1 ,2 ,3 ,4 ]
Han, Wei [1 ,2 ,3 ,4 ]
Tang, Feifei [1 ,2 ,3 ,4 ]
Mo, Wenjian [9 ]
Wang, Shunqing [9 ]
Li, Fei [10 ]
Liu, Daihong [10 ]
Zhang, Xiaoying [11 ]
Zhang, Yicheng [11 ]
Feng, Shuqing [12 ]
Gao, Feng [12 ]
Yuan, Hailong [13 ]
Wang, Dao [14 ]
Wan, Dingming [15 ]
Chen, Huan [1 ,2 ,3 ,4 ]
Chen, Yao [1 ,2 ,3 ,4 ]
Wang, Jingzhi [1 ,2 ,3 ,4 ]
Chen, Yuhong [1 ,2 ,3 ,4 ]
Wang, Ying [16 ]
Xu, Kailin [16 ]
Lang, Tao [17 ]
Wang, Xiaomin [17 ]
Meng, Hongbin [18 ]
Li, Limin [18 ]
Wang, Zhiguo [19 ]
Fan, Yanling [19 ]
Chang, Yingjun [1 ,2 ,3 ,4 ]
Xu, Lanping [1 ,2 ,3 ,4 ]
Huang, Xiaojun [1 ,2 ,3 ,4 ]
Zhang, Xiaohui [1 ,2 ,3 ,4 ]
机构
[1] Peking Univ Peoples Hosp, Peking Univ Inst Hematol, Beijing, Peoples R China
[2] Beijing Key Lab Hematopoiet Stem Cell Transplanta, Beijing, Peoples R China
[3] Peking Univ, Collaborat Innovat Ctr Hematol, Beijing, Peoples R China
[4] Natl Clin Res Ctr Hematol Dis, Beijing, Peoples R China
[5] Chinese Acad Med Sci & Peking Union Med Coll, Inst Hematol, Ctr Hematopoiet Stem Cell Transplantat, Tianjin, Peoples R China
[6] Chinese Acad Med Sci & Peking Union Med Coll, Blood Dis Hosp, Tianjin, Peoples R China
[7] Zhejiang Univ, Affiliated Hosp 1, Bone Marrow Transplantat Ctr, Sch Med, Hangzhou, Peoples R China
[8] Fujian Med Univ, Fujian Inst Hematol, Dept Hematol, Fujian Prov Key Lab Hematol,Union Hosp, Fuzhou, Peoples R China
[9] South China Univ Technol, Guangzhou Peoples Hosp 1, Sch Med, Dept Hematol, Guangzhou, Peoples R China
[10] Chinese Peoples Liberat Army Gen Hosp, Dept Hematol, Beijing, Peoples R China
[11] Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Hematol, Wuhan, Peoples R China
[12] North China Univ Sci & Technol, Dept Hematol, Affiliated Hosp, Tangshan, Peoples R China
[13] Xinjiang Med Univ, Hematol Ctr, Affiliated Hosp 1, Urumqi, Peoples R China
[14] Zhengzhou Univ, Affiliated Hosp 1, Dept Pediat, Zhengzhou, Peoples R China
[15] Zhengzhou Univ, Dept Hematol, Affiliated Hosp 1, Zhengzhou, Peoples R China
[16] Xuzhou Med Univ, Dept Hematol, Affiliated Hosp, Xuzhou, Jiangsu, Peoples R China
[17] Peoples Hosp Xinjiang Uygur Autonomous Reg, Dept Hematol, Urumqi, Peoples R China
[18] Harbin Med Univ, Affiliated Hosp 1, Dept Hematol, Harbin, Peoples R China
[19] Harbin Inst Hematol & Oncol, Bone Marrow Transplantat Dept, Harbin, Peoples R China
基金
北京市自然科学基金; 中国国家自然科学基金;
关键词
BONE-MARROW-TRANSPLANTATION; INITIAL CONSERVATIVE TREATMENT; MINIMALLY INVASIVE SURGERY; ACTIVATED FACTOR-VII; INTRACEREBRAL HEMORRHAGE; RISK-FACTORS; NEUROLOGIC COMPLICATIONS; EXTERNAL VALIDATION; ICH SCORE; STROKE;
D O I
10.1182/bloodadvances.2021004349
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Intracranial hemorrhage (ICH) is a rare but fatal central nervous system complication of allogeneic hematopoietic stem cell transplantation (allo-HSCT). However, factors that are predictive of early mortality in patients who develop ICH after undergoing allo-HSCT have not been systemically investigated. From January 2008 to June 2020, a total of 70 allo-HSCT patients with an ICH diagnosis formed the derivation cohort. Forty-one allo-HSCT patients with an ICH diagnosis were collected from 12 other medical centers during the same period, and they cornprised the external validation cohort. These 2 cohorts were used to develop and validate a grading scale that enables the prediction of 30-day mortality from ICH in all-HSCT patients. Four predictors (lactate dehydrogenase level, albumin level, white blood cell count, and disease status) were retained in the multivariable logistic regression model, and a simplified grading scale (termed the LAWS score) was developed. The LAWS score was adequately calibrated (Hosmer-Lemeshow test, P > .05) in both cohorts. It had good discrimination power in both the derivation cohort (C-statistic, 0.859; 95% confidence interval, 0.776-0.945) and the external validation cohort (C-statistic, 0.795; 95% confidence interval, 0.645-0.945). The LAWS score is the first scoring system capable of predicting 30-day mortality from ICH in allo-HSCT patients. It showed good performance in identifying allo-HSCT patients at increased risk of early mortality after ICH diagnosis. We anticipate that it would help risk stratify allo-HSCT patients with ICH and facilitate future studies on developing individualized and novel interventions for patients within different LAWS risk groups.
引用
收藏
页码:4910 / 4921
页数:12
相关论文
共 77 条
[1]   Predicting seizures in pregnant women with epilepsy: Development and external validation of a prognostic model [J].
Allotey, John ;
Fernandez-Felix, Borja M. ;
Zamora, Javier ;
Moss, Ngawai ;
Bagary, Manny ;
Kelso, Andrew ;
Khan, Rehan ;
van der Post, Joris A. M. ;
Mol, Ben W. ;
Pirie, Alexander M. ;
McCorry, Dougall ;
Khan, Khalid S. ;
Thangaratinam, Shakila .
PLOS MEDICINE, 2019, 16 (05)
[2]   Neuroprotective strategies following intraparenchymal hemorrhage [J].
Babadjouni, Robin Moshe ;
Radwanski, Ryan E. ;
Walcott, Brian P. ;
Patel, Arati ;
Durazo, Ramon ;
Hodis, Drew M. ;
Emanuel, Benjamin A. ;
Mack, William J. .
JOURNAL OF NEUROINTERVENTIONAL SURGERY, 2017, 9 (12) :1202-+
[3]   A clinical score for identifying active tuberculosis while awaiting microbiological results: Development and validation of a multivariable prediction model in sub-Saharan Africa [J].
Baik, Yeonsoo ;
Rickman, Hannah M. ;
Hanrahan, Colleen F. ;
Mmolawa, Lesego ;
Kitonsa, Peter J. ;
Sewelana, Tsundzukana ;
Nalutaaya, Annet ;
Kendall, Emily A. ;
Lebina, Limakatso ;
Martinson, Neil ;
Katamba, Achilles ;
Dowdy, David W. .
PLOS MEDICINE, 2020, 17 (11)
[4]   Early and Late Neurological Complications after Reduced-Intensity Conditioning Allogeneic Stem Cell Transplantation [J].
Barba, Pere ;
Luis Pinana, Jose ;
Valcarcel, David ;
Querol, Luis ;
Martino, Rodrigo ;
Sureda, Anna ;
Briones, Javier ;
Delgado, Julio ;
Brunet, Salut ;
Sierra, Jorge .
BIOLOGY OF BLOOD AND MARROW TRANSPLANTATION, 2009, 15 (11) :1439-1446
[5]   Derivation and external validation of the PLASMIC score for rapid assessment of adults with thrombotic microangiopathies: a cohort study [J].
Bendapudi, Pavan K. ;
Hurwitz, Shelley ;
Fry, Ashley ;
Marques, Marisa B. ;
Waldo, Stephen W. ;
Li, Ang ;
Sun, Lova ;
Upadhyay, Vivek ;
Hamdan, Ayad ;
Brunner, Andrew M. ;
Gansner, John M. ;
Viswanathan, Srinivas ;
Kaufman, Richard M. ;
Uhl, Lynne ;
Stowell, Christopher P. ;
Dzik, Walter H. ;
Makar, Robert S. .
LANCET HAEMATOLOGY, 2017, 4 (04) :E157-E164
[6]   Observational studies: goldmines of information on rare diseases [J].
Benjamin, Robert S. .
BMC MEDICINE, 2017, 15
[7]   External validation is necessary in, prediction research: A clinical example [J].
Bleeker, SE ;
Moll, HA ;
Steyerberg, EW ;
Donders, ART ;
Derksen-Lubsen, G ;
Grobbee, DE ;
Moons, KGM .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 2003, 56 (09) :826-832
[8]   Intracranial hemorrhage following bone marrow transplantation: an autopsy study of 58 patients [J].
Bleggi-Torres, LF ;
Werner, B ;
Gasparetto, EL ;
de Medeiros, BC ;
Pasquini, R ;
de Medeiros, CR .
BONE MARROW TRANSPLANTATION, 2002, 29 (01) :29-32
[9]   Neuropathological findings after bone marrow transplantation: an autopsy study of 180 cases [J].
Bleggi-Torres, LF ;
de Medeiros, BC ;
Werner, B ;
Neto, JZ ;
Loddo, G ;
Pasquini, R ;
de Medeiros, CR .
BONE MARROW TRANSPLANTATION, 2000, 25 (03) :301-307
[10]   Comparison of hemorrhagic and ischemic stroke after allogeneic hematopoietic stem cell transplantation [J].
Cai, Xuan ;
Fu, Hai-Xia ;
Mo, Xiao-Dong ;
Wang, Yu ;
Zhang, Yuan-Yuan ;
Wu, Jin ;
Han, Wei ;
Tang, Fei-Fei ;
Gui, Ruo-Yun ;
Chen, Huan ;
Chen, Yao ;
Zhao, Peng ;
Yan, Chen-Hua ;
Wang, Jing-Zhi ;
Chen, Yu-Hong ;
Chang, Ying-Jun ;
Xu, Lan-Ping ;
Liu, Kai-Yan ;
Huang, Xiao-Jun ;
Zhang, Xiao-Hui .
BONE MARROW TRANSPLANTATION, 2020, 55 (11) :2087-2097