• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

血红蛋白、白蛋白、淋巴细胞和血小板评分与一般人群中脑血管、心血管和全因死亡率的相关性:来自 NHANES 1999-2018 的结果。

Association of hemoglobin, albumin, lymphocyte, and platelet score with risk of cerebrovascular, cardiovascular, and all-cause mortality in the general population: results from the NHANES 1999-2018.

机构信息

Department of Neurology, Deqing People's Hospital (Deqing Campus, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University), Huzhou, China.

Department of Ultrasound, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.

出版信息

Front Endocrinol (Lausanne). 2023 Jun 23;14:1173399. doi: 10.3389/fendo.2023.1173399. eCollection 2023.

DOI:10.3389/fendo.2023.1173399
PMID:37424853
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10328756/
Abstract

BACKGROUND AND AIMS

Cardiovascular and cerebrovascular disease (CCDs) contribute to leading causes of morbidity and mortality in the United States of America (USA). Hemoglobin, albumin, lymphocyte, and platelet (HALP) score, a simple and convenient indicator, could reflect the combination of inflammation and nutritional status. This study was undertaken to evaluate the associations between HALP score and risk of cardiovascular, cerebrovascular, and all-cause mortality in the general population from the National Health and Nutrition Examination Survey (NHANES) 1999-2018.

METHODS

We identified 21,578 participants during the 1999-2018 cycles of the NHANES in this research. HALP score was calculated as hemoglobin (g/L) × albumin (g/L) × lymphocytes (/L)/platelets (/L). Outcomes were cerebrovascular, cardiovascular, and all-cause mortality determined by the NHANES-linked National Death Index record and followed until 31 December 2019. Survey-weighted Cox regression, restricted cubic spline analysis, and subgroup analysis were applied to investigate relationships between HALP score and risk of mortality.

RESULTS

This cohort study comprised 49.2% male and 50.8% female, of which the median age was 47 years old. In multivariate survey-weighted Cox regression adjusting for all confounders, compared with participants with low HALP scores, participants with highest HALP score had a lower risk of all-cause mortality (adjusted HR:0.80, 95% CI: 0.73, 0.89, < 0.0001) and cardiovascular mortality (adjusted HR:0.61, 95% CI: 0.50, 0.75, < 0.0001), and mediate HALP score had the lowest risk of all-cause mortality (adjusted HR:0.68, 95% CI: 0.62, 0.75, < 0.0001) and cardiovascular mortality (adjusted HR:0.60, 95% CI: 0.48, 0.75, < 0.0001). Restricted cubic spline analysis showed a non-linear relationship between HALP score and cardiovascular and all-cause mortality (all values <0.001).

CONCLUSION

HALP score was independently associated with risk of cardiovascular and all-cause mortality, but not cerebrovascular mortality.

摘要

背景和目的

心血管疾病和脑血管疾病(CCDs)是导致美国(USA)发病率和死亡率的主要原因。血红蛋白、白蛋白、淋巴细胞和血小板(HALP)评分是一种简单方便的指标,可反映炎症和营养状况的综合情况。本研究旨在评估国民健康和营养调查(NHANES)1999-2018 年期间,一般人群的 HALP 评分与心血管、脑血管和全因死亡率之间的关系。

方法

本研究纳入了 1999-2018 年 NHANES 周期中的 21578 名参与者。HALP 评分的计算方法为血红蛋白(g/L)×白蛋白(g/L)×淋巴细胞(/L)/血小板(/L)。结局为通过 NHANES 链接的国家死亡索引记录确定的脑血管、心血管和全因死亡率,并随访至 2019 年 12 月 31 日。应用调查加权 Cox 回归、限制性立方样条分析和亚组分析来研究 HALP 评分与死亡率风险之间的关系。

结果

本队列研究中,49.2%为男性,50.8%为女性,中位年龄为 47 岁。在多变量调查加权 Cox 回归中,校正所有混杂因素后,与低 HALP 评分者相比,高 HALP 评分者的全因死亡率(校正 HR:0.80,95%CI:0.73,0.89,<0.0001)和心血管死亡率(校正 HR:0.61,95%CI:0.50,0.75,<0.0001)风险较低,中 HALP 评分者的全因死亡率(校正 HR:0.68,95%CI:0.62,0.75,<0.0001)和心血管死亡率(校正 HR:0.60,95%CI:0.48,0.75,<0.0001)风险最低。限制性立方样条分析显示 HALP 评分与心血管和全因死亡率之间呈非线性关系(所有 值<0.001)。

结论

HALP 评分与心血管和全因死亡率独立相关,但与脑血管死亡率无关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aef2/10328756/e946d9f324ac/fendo-14-1173399-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aef2/10328756/c92d7bb42a68/fendo-14-1173399-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aef2/10328756/54627176fb42/fendo-14-1173399-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aef2/10328756/e946d9f324ac/fendo-14-1173399-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aef2/10328756/c92d7bb42a68/fendo-14-1173399-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aef2/10328756/54627176fb42/fendo-14-1173399-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aef2/10328756/e946d9f324ac/fendo-14-1173399-g003.jpg

相似文献

1
Association of hemoglobin, albumin, lymphocyte, and platelet score with risk of cerebrovascular, cardiovascular, and all-cause mortality in the general population: results from the NHANES 1999-2018.血红蛋白、白蛋白、淋巴细胞和血小板评分与一般人群中脑血管、心血管和全因死亡率的相关性:来自 NHANES 1999-2018 的结果。
Front Endocrinol (Lausanne). 2023 Jun 23;14:1173399. doi: 10.3389/fendo.2023.1173399. eCollection 2023.
2
Association of hemoglobin, albumin, lymphocyte, and platelet score with risk of all-cause and cause-specific mortality among cancer survivors: NHANES 1999-2018.血红蛋白、白蛋白、淋巴细胞和血小板评分与癌症幸存者全因死亡率及特定病因死亡率风险的关联:1999 - 2018年美国国家健康与营养检查调查(NHANES)
Front Oncol. 2024 Sep 18;14:1402217. doi: 10.3389/fonc.2024.1402217. eCollection 2024.
3
The L-shape relationship between hemoglobin, albumin, lymphocyte, platelet score and the risk of diabetic retinopathy in the US population.血红蛋白、白蛋白、淋巴细胞、血小板评分与美国人群糖尿病视网膜病变风险的 L 型关系。
Front Endocrinol (Lausanne). 2024 May 10;15:1356929. doi: 10.3389/fendo.2024.1356929. eCollection 2024.
4
Association of the hemoglobin, albumin, lymphocyte, and platelet score with the risk of Erectile dysfunction: a cross-sectional study.血红蛋白、白蛋白、淋巴细胞和血小板评分与勃起功能障碍风险的关联:一项横断面研究。
Sci Rep. 2024 Jul 9;14(1):15869. doi: 10.1038/s41598-024-66667-w.
5
The hemoglobin, albumin, lymphocyte, and platelet (HALP) is a potent indicator for the prognosis in hemodialysis patients.血红蛋白、白蛋白、淋巴细胞和血小板(HALP)是血液透析患者预后的有力指标。
Medicine (Baltimore). 2023 May 12;102(19):e33650. doi: 10.1097/MD.0000000000033650.
6
Exploring the association between hemoglobin, albumin, lymphocyte, and platelet score and all-cause mortality among middle-aged and older patients with osteoarthritis.探索血红蛋白、白蛋白、淋巴细胞和血小板评分与中老年骨关节炎患者全因死亡率之间的关联。
J Investig Med. 2025 Jan;73(1):94-103. doi: 10.1177/10815589241273682. Epub 2024 Oct 16.
7
Predictive value of the hemoglobin-albumin-lymphocyte-platelet (HALP) index for ICU mortality in patients with acute exacerbations of chronic obstructive pulmonary disease (AECOPD).血红蛋白-白蛋白-淋巴细胞-血小板(HALP)指数对慢性阻塞性肺疾病急性加重期(AECOPD)患者重症监护病房死亡率的预测价值。
Intern Emerg Med. 2023 Jan;18(1):85-96. doi: 10.1007/s11739-022-03132-4. Epub 2022 Nov 10.
8
Hemoglobin albumin lymphocyte and platelet score and all-cause mortality in coronary heart disease: a retrospective cohort study of NHANES database.血红蛋白、白蛋白、淋巴细胞和血小板评分与冠心病全因死亡率:基于美国国家健康与营养检查调查(NHANES)数据库的回顾性队列研究
Front Cardiovasc Med. 2023 Nov 13;10:1241217. doi: 10.3389/fcvm.2023.1241217. eCollection 2023.
9
Associations of HALP score with serum prostate-specific antigen and mortality in middle-aged and elderly individuals without prostate cancer.HALP评分与无前列腺癌的中老年个体血清前列腺特异性抗原及死亡率的相关性
Front Oncol. 2024 Sep 20;14:1419310. doi: 10.3389/fonc.2024.1419310. eCollection 2024.
10
Low HALP (Hemoglobin, Albumin, Lymphocyte, and Platelet) Score Increases the Risk of Post-Stroke Cognitive Impairment: A Multicenter Cohort Study.低 HALP(血红蛋白、白蛋白、淋巴细胞和血小板)评分增加卒中后认知障碍风险:一项多中心队列研究。
Clin Interv Aging. 2024 Jan 10;19:81-92. doi: 10.2147/CIA.S432885. eCollection 2024.

引用本文的文献

1
The association of HALP score with low muscle mass in older adults.老年人中HALP评分与低肌肉量的关联。
Front Nutr. 2025 Aug 19;12:1618736. doi: 10.3389/fnut.2025.1618736. eCollection 2025.
2
Low hemoglobin, albumin, lymphocyte, and platelet score increases symptomatic intracranial hemorrhage risk in thrombectomy patients.血红蛋白、白蛋白、淋巴细胞和血小板评分降低会增加血栓切除术患者发生症状性颅内出血的风险。
Front Neurol. 2025 Aug 4;16:1588875. doi: 10.3389/fneur.2025.1588875. eCollection 2025.
3
Altered albumin/neutrophil to lymphocyte ratio are associated with all-cause and cardiovascular mortality for advanced cardiovascular-kidney-metabolic syndrome.

本文引用的文献

1
Role of inflammation, immunity, and oxidative stress in hypertension: New insights and potential therapeutic targets.炎症、免疫和氧化应激在高血压中的作用:新的见解和潜在的治疗靶点。
Front Immunol. 2023 Jan 10;13:1098725. doi: 10.3389/fimmu.2022.1098725. eCollection 2022.
2
Platelet-to-lymphocyte ratio at 24h after thrombolysis is a prognostic marker in acute ischemic stroke patients.血小板与淋巴细胞比值在溶栓后 24 小时是急性缺血性脑卒中患者的预后标志物。
Front Immunol. 2022 Sep 26;13:1000626. doi: 10.3389/fimmu.2022.1000626. eCollection 2022.
3
Prognostic significance of hemoglobin, albumin, lymphocyte, platelet in gastrointestinal stromal tumors: A propensity matched retrospective cohort study.
白蛋白/中性粒细胞与淋巴细胞比值的改变与晚期心血管-肾脏-代谢综合征的全因死亡率和心血管死亡率相关。
Front Nutr. 2025 Jul 16;12:1595119. doi: 10.3389/fnut.2025.1595119. eCollection 2025.
4
Prognostic value of hemoglobin, albumin, lymphocyte, platelet (HALP) scores in patients with non-valvular atrial fibrillation: insights from the AFTER-2 study.血红蛋白、白蛋白、淋巴细胞、血小板(HALP)评分对非瓣膜性心房颤动患者的预后价值:来自AFTER-2研究的见解
BMC Cardiovasc Disord. 2025 Jul 19;25(1):528. doi: 10.1186/s12872-025-04993-1.
5
Hemoglobin, albumin, lymphocyte, and platelet (HALP) score predict prognosis in patients with atrial fibrillation and acute coronary syndrome or undergoing percutaneous coronary intervention.血红蛋白、白蛋白、淋巴细胞和血小板(HALP)评分可预测心房颤动合并急性冠状动脉综合征患者或接受经皮冠状动脉介入治疗患者的预后。
BMC Cardiovasc Disord. 2025 Jul 14;25(1):507. doi: 10.1186/s12872-025-04968-2.
6
The L-shaped relationship between HALP score and one-year mortality in critically ill surgical patients: a retrospective cohort study.危重症外科患者中HALP评分与一年死亡率之间的L型关系:一项回顾性队列研究。
Sci Rep. 2025 Jul 4;15(1):23879. doi: 10.1038/s41598-025-93821-9.
7
Association of hemoglobin, albumin, lymphocyte, and platelet score with all-cause and cardiovascular mortality in adults with diabetes or prediabetes: Results from NHANES 2005-2018.血红蛋白、白蛋白、淋巴细胞和血小板评分与糖尿病或糖尿病前期成年人全因死亡率和心血管死亡率的关联:2005 - 2018年美国国家健康与营养检查调查结果
Prev Med Rep. 2025 May 5;54:103101. doi: 10.1016/j.pmedr.2025.103101. eCollection 2025 Jun.
8
Association between hemoglobin, albumin, lymphocyte, and platelet scores and all-cause and cardiovascular mortality among adults with atherosclerotic cardiovascular disease in the United States: An analysis of NHANES.美国动脉粥样硬化性心血管疾病成人患者血红蛋白、白蛋白、淋巴细胞和血小板评分与全因死亡率及心血管死亡率之间的关联:一项美国国家健康与营养检查调查分析
Medicine (Baltimore). 2025 May 9;104(19):e42386. doi: 10.1097/MD.0000000000042386.
9
Association between Hemoglobin-albumin-lymphocyte-platelet score and all-cause or cardiovascular mortality in patients with diabetes or prediabetes: mediated effects of renal function.血红蛋白-白蛋白-淋巴细胞-血小板评分与糖尿病或糖尿病前期患者全因死亡率或心血管死亡率之间的关联:肾功能的中介作用
BMC Cardiovasc Disord. 2025 Apr 28;25(1):331. doi: 10.1186/s12872-025-04791-9.
10
Association of Hemoglobin, albumin, lymphocyte, and platelet scores with the risk of overactive bladder syndrome in U.S. adults: A Nationwide cross-sectional study.血红蛋白、白蛋白、淋巴细胞和血小板评分与美国成年人膀胱过度活动症风险的关联:一项全国性横断面研究。
Prev Med Rep. 2025 Apr 18;54:103081. doi: 10.1016/j.pmedr.2025.103081. eCollection 2025 Jun.
血红蛋白、白蛋白、淋巴细胞、血小板对胃肠道间质瘤预后的意义:一项倾向评分匹配的回顾性队列研究。
World J Gastroenterol. 2022 Jul 21;28(27):3476-3487. doi: 10.3748/wjg.v28.i27.3476.
4
Predicting the Recurrence of Operable Cervical Cancer Patients Based on Hemoglobin, Albumin, Lymphocyte, and Platelet (HALP) Score and Classical Clinicopathological Parameters.基于血红蛋白、白蛋白、淋巴细胞和血小板(HALP)评分及经典临床病理参数预测可手术宫颈癌患者的复发情况
J Inflamm Res. 2022 Sep 12;15:5265-5281. doi: 10.2147/JIR.S383742. eCollection 2022.
5
Dietary Inflammation Index and Its Association with Long-Term All-Cause and Cardiovascular Mortality in the General US Population by Baseline Glycemic Status.膳食炎症指数及其与美国一般人群中基于基线血糖状况的长期全因和心血管死亡率的关系。
Nutrients. 2022 Jun 21;14(13):2556. doi: 10.3390/nu14132556.
6
Hyperglycemia and Physical Impairment in Frail Hypertensive Older Adults.衰弱的老年高血压患者的高血糖与身体损伤。
Front Endocrinol (Lausanne). 2022 Apr 14;13:831556. doi: 10.3389/fendo.2022.831556. eCollection 2022.
7
Adaptive immunity, chronic inflammation and the clock.适应性免疫、慢性炎症与生物钟。
Semin Immunopathol. 2022 Mar;44(2):209-224. doi: 10.1007/s00281-022-00919-7. Epub 2022 Mar 1.
8
Sortilin drives hypertension by modulating sphingolipid/ceramide homeostasis and by triggering oxidative stress.Sortilin 通过调节鞘脂类/神经酰胺稳态和触发氧化应激导致高血压。
J Clin Invest. 2022 Feb 1;132(3). doi: 10.1172/JCI156624.
9
Cognitive Impairment in Frail Hypertensive Elderly Patients: Role of Hyperglycemia.衰弱的老年高血压患者的认知障碍:高血糖的作用。
Cells. 2021 Aug 17;10(8):2115. doi: 10.3390/cells10082115.
10
Metabolic dysfunction-associated fatty liver disease is associated with increased all-cause mortality in the United States.代谢相关脂肪性肝病与全因死亡率增加相关在美国。
J Hepatol. 2021 Dec;75(6):1284-1291. doi: 10.1016/j.jhep.2021.07.035. Epub 2021 Aug 8.