Association of heartbeat complexity with survival in advanced non-small cell lung cancer patients
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作者:
Wu, Shuang
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机构:
Yangzhou Univ, Sch Med, Yangzhou, Jiangsu, Peoples R China
Bengbu Med Coll, Affiliated Hosp 1, Dept Radiat Oncol, Bengbu, Anhui, Peoples R ChinaYangzhou Univ, Sch Med, Yangzhou, Jiangsu, Peoples R China
Wu, Shuang
[1
,2
]
Li, Guangqiao
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机构:
Bengbu Med Coll, Sch Med Imaging, Bengbu, Anhui, Peoples R China
Bengbu Med Coll, Anhui Key Lab Computat Med & Intelligent Hlth, Bengbu, Anhui, Peoples R ChinaYangzhou Univ, Sch Med, Yangzhou, Jiangsu, Peoples R China
Li, Guangqiao
[3
,4
]
Chen, Man
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机构:
Yangzhou Hosp Tradit Chinese Med, Dept Oncol, Yangzhou, Jiangsu, Peoples R ChinaYangzhou Univ, Sch Med, Yangzhou, Jiangsu, Peoples R China
Chen, Man
[5
]
Zhang, Sai
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机构:
Bengbu Med Coll, Sch Med Imaging, Bengbu, Anhui, Peoples R China
Bengbu Med Coll, Anhui Key Lab Computat Med & Intelligent Hlth, Bengbu, Anhui, Peoples R ChinaYangzhou Univ, Sch Med, Yangzhou, Jiangsu, Peoples R China
Zhang, Sai
[3
,4
]
Zhou, Yufu
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机构:
Bengbu Med Coll, Affiliated Hosp 1, Dept Radiat Oncol, Bengbu, Anhui, Peoples R ChinaYangzhou Univ, Sch Med, Yangzhou, Jiangsu, Peoples R China
Zhou, Yufu
[2
]
Shi, Bo
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机构:
Bengbu Med Coll, Sch Med Imaging, Bengbu, Anhui, Peoples R China
Bengbu Med Coll, Anhui Key Lab Computat Med & Intelligent Hlth, Bengbu, Anhui, Peoples R ChinaYangzhou Univ, Sch Med, Yangzhou, Jiangsu, Peoples R China
Shi, Bo
[3
,4
]
Zhang, Xiaochun
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机构:
Yangzhou Univ, Sch Med, Yangzhou, Jiangsu, Peoples R China
Yangzhou Hosp Tradit Chinese Med, Dept Oncol, Yangzhou, Jiangsu, Peoples R ChinaYangzhou Univ, Sch Med, Yangzhou, Jiangsu, Peoples R China
Zhang, Xiaochun
[1
,5
]
机构:
[1] Yangzhou Univ, Sch Med, Yangzhou, Jiangsu, Peoples R China
[2] Bengbu Med Coll, Affiliated Hosp 1, Dept Radiat Oncol, Bengbu, Anhui, Peoples R China
[3] Bengbu Med Coll, Sch Med Imaging, Bengbu, Anhui, Peoples R China
[4] Bengbu Med Coll, Anhui Key Lab Computat Med & Intelligent Hlth, Bengbu, Anhui, Peoples R China
[5] Yangzhou Hosp Tradit Chinese Med, Dept Oncol, Yangzhou, Jiangsu, Peoples R China
BackgroundPrevious studies have shown that the predictive value of traditional linear (time domain and frequency domain) heart rate variability (HRV) for the survival of patients with advanced non-small cell lung cancer (NSCLC) is controversial. Nonlinear methods, based on the concept of complexity, have been used to evaluate HRV, providing a new means to reveal the physiological and pathological changes in HRV. This study aimed to assess the association between heartbeat complexity and overall survival in patients with advanced NSCLC. MethodsThis study included 78 patients with advanced NSCLC (mean age: 62.0 +/- 9.3 years). A 5-min resting electrocardiogram of advanced NSCLC patients was collected to analyze the following HRV parameters: time domain indicators, i.e., standard deviation of the normal-normal intervals (SDNN) and root mean square of successive interval differences (RMSSD); frequency domain indicators, i.e., total power (TP), low frequency power (LF), high frequency power (HF), and the ratio of LF to HF (LF/HF); nonlinear HRV indicators characterizing heartbeat complexity, i.e., approximate entropy (ApEn), sample entropy (SampEn), and recurrence quantification analysis (RQA) indexes: mean diagonal line length (Lmean), maximal diagonal line length (Lmax), recurrence rate (REC), determinism (DET), and shannon entropy (ShanEn). ResultsUnivariate analysis revealed that the linear frequency domain parameter HF and nonlinear RQA parameters Lmax, REC, and DET were significantly correlated with the survival of advanced NSCLC patients (all p < 0.05). After adjusting for confounders in the multivariate analysis, HF, REC, and DET were found to be independent prognostic factors for the survival of patients with advanced NSCLC (all p < 0.05). ConclusionThere was an independent association between heartbeat complexity and survival in advanced NSCLC patients. The nonlinear analysis method based on RQA may provide valuable additional information for the prognostic stratification of patients with advanced NSCLC and may supplement the traditional time domain and frequency domain analysis methods.
机构:
Harvard Med Sch, Dept Radiol, Beth Israel Deaconess Med Ctr, Boston, MA 02115 USAHarvard Med Sch, Div Med Oncol, Dept Med, Beth Israel Deaconess Med Ctr, 330 Brookline Ave, Boston, MA 02215 USA
Gill, Ritu R.
Widick, Page
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Harvard Med Sch, Div Med Oncol, Dept Med, Beth Israel Deaconess Med Ctr, 330 Brookline Ave, Boston, MA 02215 USAHarvard Med Sch, Div Med Oncol, Dept Med, Beth Israel Deaconess Med Ctr, 330 Brookline Ave, Boston, MA 02215 USA
Widick, Page
Bindal, Poorva
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Harvard Med Sch, Div Med Oncol, Dept Med, Beth Israel Deaconess Med Ctr, 330 Brookline Ave, Boston, MA 02215 USAHarvard Med Sch, Div Med Oncol, Dept Med, Beth Israel Deaconess Med Ctr, 330 Brookline Ave, Boston, MA 02215 USA
Bindal, Poorva
McDonald, Danielle C.
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Harvard Med Sch, Div Med Oncol, Dept Med, Beth Israel Deaconess Med Ctr, 330 Brookline Ave, Boston, MA 02215 USAHarvard Med Sch, Div Med Oncol, Dept Med, Beth Israel Deaconess Med Ctr, 330 Brookline Ave, Boston, MA 02215 USA
McDonald, Danielle C.
Shea, Meghan
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Harvard Med Sch, Div Med Oncol, Dept Med, Beth Israel Deaconess Med Ctr, 330 Brookline Ave, Boston, MA 02215 USAHarvard Med Sch, Div Med Oncol, Dept Med, Beth Israel Deaconess Med Ctr, 330 Brookline Ave, Boston, MA 02215 USA
Shea, Meghan
Rangachari, Deepa
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Harvard Med Sch, Div Med Oncol, Dept Med, Beth Israel Deaconess Med Ctr, 330 Brookline Ave, Boston, MA 02215 USAHarvard Med Sch, Div Med Oncol, Dept Med, Beth Israel Deaconess Med Ctr, 330 Brookline Ave, Boston, MA 02215 USA
Rangachari, Deepa
Costa, Daniel B.
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Harvard Med Sch, Div Med Oncol, Dept Med, Beth Israel Deaconess Med Ctr, 330 Brookline Ave, Boston, MA 02215 USAHarvard Med Sch, Div Med Oncol, Dept Med, Beth Israel Deaconess Med Ctr, 330 Brookline Ave, Boston, MA 02215 USA
机构:
City Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USACity Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USA
Zhao, Dan
Mambetsariev, Isa
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City Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USACity Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USA
Mambetsariev, Isa
Li, Haiqing
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City Hope Natl Med Ctr, Ctr Informat, Duarte, CA 91010 USA
City Hope Natl Med Ctr, Beckman Res Inst, Dept Computat & Quantitat Med, Duarte, CA 91010 USACity Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USA
Li, Haiqing
Chen, Chen
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City Hope Natl Med Ctr, Ctr Informat, Duarte, CA 91010 USACity Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USA
Chen, Chen
Fricke, Jeremy
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City Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USACity Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USA
Fricke, Jeremy
Fann, Patricia
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City Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USACity Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USA
Fann, Patricia
Kulkarni, Prakash
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City Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USACity Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USA
Kulkarni, Prakash
Xing, Yan
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City Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USACity Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USA
Xing, Yan
Lee, Peter P.
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City Hope Natl Med Ctr, Dept Immunooncol, Duarte, CA 91010 USACity Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USA
Lee, Peter P.
Bild, Andrea
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City Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USACity Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USA
Bild, Andrea
Massarelli, Erminia
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City Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USACity Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USA
Massarelli, Erminia
Koczywas, Marianna
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City Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USACity Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USA
Koczywas, Marianna
Reckamp, Karen
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City Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USACity Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USA
Reckamp, Karen
Salgia, Ravi
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City Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USA
Cedars Sinai Med Ctr, Div Med Oncol, Los Angeles, CA 90048 USACity Hope Natl Med Ctr, Dept Med Oncol & Therapeut Res, Duarte, CA 91010 USA
机构:
Inst Nacl Canc INCA, Dept Med Oncol, BR-20230130 Rio De Janeiro, RJ, Brazil
Inst Nacl Canc INCA, Thorac Oncol Tumor Grp, BR-20230130 Rio De Janeiro, RJ, BrazilInst Nacl Canc INCA, Dept Med Oncol, BR-20230130 Rio De Janeiro, RJ, Brazil
Domingues, Pedro Masson
Zylberberg, Ricardo
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Inst Nacl Canc INCA, Dept Med Oncol, BR-20230130 Rio De Janeiro, RJ, Brazil
Inst Nacl Canc INCA, Thorac Oncol Tumor Grp, BR-20230130 Rio De Janeiro, RJ, BrazilInst Nacl Canc INCA, Dept Med Oncol, BR-20230130 Rio De Janeiro, RJ, Brazil
Zylberberg, Ricardo
de Castro, Thalita da Matta
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Inst Nacl Canc INCA, BR-20230130 Rio De Janeiro, RJ, BrazilInst Nacl Canc INCA, Dept Med Oncol, BR-20230130 Rio De Janeiro, RJ, Brazil
de Castro, Thalita da Matta
Baldotto, Clarissa Serodio
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Inst Nacl Canc INCA, Dept Med Oncol, BR-20230130 Rio De Janeiro, RJ, Brazil
Inst Nacl Canc INCA, Thorac Oncol Tumor Grp, BR-20230130 Rio De Janeiro, RJ, BrazilInst Nacl Canc INCA, Dept Med Oncol, BR-20230130 Rio De Janeiro, RJ, Brazil
Baldotto, Clarissa Serodio
de Lima Araujo, Luiz Henrique
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Inst Nacl Canc INCA, Dept Med Oncol, BR-20230130 Rio De Janeiro, RJ, Brazil
Inst Nacl Canc INCA, Thorac Oncol Tumor Grp, BR-20230130 Rio De Janeiro, RJ, BrazilInst Nacl Canc INCA, Dept Med Oncol, BR-20230130 Rio De Janeiro, RJ, Brazil