Yingyin Hu , Jiale Yan , Sirui Sun , Li Li , Lin Deng , Hongwei Yan , Junfang Zhang , Runzhi Huang , Shizhao Ji , Jie Zhang
{"title":"大范围烧伤≥ 70 % TBSA患者心脏生物标志物与死亡风险关系的回顾性研究","authors":"Yingyin Hu , Jiale Yan , Sirui Sun , Li Li , Lin Deng , Hongwei Yan , Junfang Zhang , Runzhi Huang , Shizhao Ji , Jie Zhang","doi":"10.1016/j.burns.2025.107672","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Extensively burned patients face a significant risk of mortality, with their condition often being closely associated with severe cardiac insufficiency. However, the correlation between cardiac biomarkers and mortality in patients with burns involving ≥ 70 % total body surface area (TBSA) remains underexplored.</div></div><div><h3>Materials and methods</h3><div>The study included 159 patients from the Kunshan factory explosion. A joint model was applied to assess the relationship between longitudinal data and survival outcomes. In addition, random forests were utilized to establish new clinical thresholds and to uncover the specific patterns presented by longitudinal measurements in deceased patients. We constructed the corresponding survival curves and calculated the predictive power. Finally, multivariate Cox regression analysis was used to determine whether these new thresholds independently predicted overall survival (OS), which was followed by external validation employing a 10-year cohort of 144 burn patients with TBSA ≥ 70 %.</div></div><div><h3>Results</h3><div>Of all the myocardial markers, BNP levels presented the most statistically significant association with mortality (HR:6.831, 95 %CI: 6.122–7.539). Similarly, proBNP, CK-MB, IL-6, Mb, D-dimer and cTnI displayed positive correlations. TBSA also showed a significant relation to outcomes. The specific rules defined by the new thresholds could effectively distinguish between high-risk and low-risk patients. Patients with two or more consecutive BNP measurements greater than or equal to 519.91 pg/ml within 56 days after burns had a higher risk of death (interval mean [SD], 1.06 [0.77] days). The predictive condition established on the basis of this new cut-off value of BNP was an independent risk factor for OS. External validation confirmed the model’s satisfactory performance.</div></div><div><h3>Conclusion</h3><div>Cardiac biomarkers, particularly BNP, were significantly associated with death in extensively burned patients ≥ 70 % TBSA. This revealed a potential correlation between cardiac stress and mortality after burn injury.</div></div>","PeriodicalId":50717,"journal":{"name":"Burns","volume":"51 8","pages":"Article 107672"},"PeriodicalIF":2.9000,"publicationDate":"2025-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Exploring the relationship between cardiac biomarkers and mortality risk in extensive burned patients ≥ 70 % TBSA: A retrospective study\",\"authors\":\"Yingyin Hu , Jiale Yan , Sirui Sun , Li Li , Lin Deng , Hongwei Yan , Junfang Zhang , Runzhi Huang , Shizhao Ji , Jie Zhang\",\"doi\":\"10.1016/j.burns.2025.107672\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>Extensively burned patients face a significant risk of mortality, with their condition often being closely associated with severe cardiac insufficiency. However, the correlation between cardiac biomarkers and mortality in patients with burns involving ≥ 70 % total body surface area (TBSA) remains underexplored.</div></div><div><h3>Materials and methods</h3><div>The study included 159 patients from the Kunshan factory explosion. A joint model was applied to assess the relationship between longitudinal data and survival outcomes. In addition, random forests were utilized to establish new clinical thresholds and to uncover the specific patterns presented by longitudinal measurements in deceased patients. We constructed the corresponding survival curves and calculated the predictive power. Finally, multivariate Cox regression analysis was used to determine whether these new thresholds independently predicted overall survival (OS), which was followed by external validation employing a 10-year cohort of 144 burn patients with TBSA ≥ 70 %.</div></div><div><h3>Results</h3><div>Of all the myocardial markers, BNP levels presented the most statistically significant association with mortality (HR:6.831, 95 %CI: 6.122–7.539). Similarly, proBNP, CK-MB, IL-6, Mb, D-dimer and cTnI displayed positive correlations. TBSA also showed a significant relation to outcomes. The specific rules defined by the new thresholds could effectively distinguish between high-risk and low-risk patients. Patients with two or more consecutive BNP measurements greater than or equal to 519.91 pg/ml within 56 days after burns had a higher risk of death (interval mean [SD], 1.06 [0.77] days). The predictive condition established on the basis of this new cut-off value of BNP was an independent risk factor for OS. External validation confirmed the model’s satisfactory performance.</div></div><div><h3>Conclusion</h3><div>Cardiac biomarkers, particularly BNP, were significantly associated with death in extensively burned patients ≥ 70 % TBSA. 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Exploring the relationship between cardiac biomarkers and mortality risk in extensive burned patients ≥ 70 % TBSA: A retrospective study
Background
Extensively burned patients face a significant risk of mortality, with their condition often being closely associated with severe cardiac insufficiency. However, the correlation between cardiac biomarkers and mortality in patients with burns involving ≥ 70 % total body surface area (TBSA) remains underexplored.
Materials and methods
The study included 159 patients from the Kunshan factory explosion. A joint model was applied to assess the relationship between longitudinal data and survival outcomes. In addition, random forests were utilized to establish new clinical thresholds and to uncover the specific patterns presented by longitudinal measurements in deceased patients. We constructed the corresponding survival curves and calculated the predictive power. Finally, multivariate Cox regression analysis was used to determine whether these new thresholds independently predicted overall survival (OS), which was followed by external validation employing a 10-year cohort of 144 burn patients with TBSA ≥ 70 %.
Results
Of all the myocardial markers, BNP levels presented the most statistically significant association with mortality (HR:6.831, 95 %CI: 6.122–7.539). Similarly, proBNP, CK-MB, IL-6, Mb, D-dimer and cTnI displayed positive correlations. TBSA also showed a significant relation to outcomes. The specific rules defined by the new thresholds could effectively distinguish between high-risk and low-risk patients. Patients with two or more consecutive BNP measurements greater than or equal to 519.91 pg/ml within 56 days after burns had a higher risk of death (interval mean [SD], 1.06 [0.77] days). The predictive condition established on the basis of this new cut-off value of BNP was an independent risk factor for OS. External validation confirmed the model’s satisfactory performance.
Conclusion
Cardiac biomarkers, particularly BNP, were significantly associated with death in extensively burned patients ≥ 70 % TBSA. This revealed a potential correlation between cardiac stress and mortality after burn injury.
期刊介绍:
Burns aims to foster the exchange of information among all engaged in preventing and treating the effects of burns. The journal focuses on clinical, scientific and social aspects of these injuries and covers the prevention of the injury, the epidemiology of such injuries and all aspects of treatment including development of new techniques and technologies and verification of existing ones. Regular features include clinical and scientific papers, state of the art reviews and descriptions of burn-care in practice.
Topics covered by Burns include: the effects of smoke on man and animals, their tissues and cells; the responses to and treatment of patients and animals with chemical injuries to the skin; the biological and clinical effects of cold injuries; surgical techniques which are, or may be relevant to the treatment of burned patients during the acute or reconstructive phase following injury; well controlled laboratory studies of the effectiveness of anti-microbial agents on infection and new materials on scarring and healing; inflammatory responses to injury, effectiveness of related agents and other compounds used to modify the physiological and cellular responses to the injury; experimental studies of burns and the outcome of burn wound healing; regenerative medicine concerning the skin.