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Study on red blood cell distribution width in children with severe Mycoplasma pneumoniae pneumonia. 关于重症肺炎支原体肺炎患儿红细胞分布宽度的研究
IF 2.2 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-01-01 Epub Date: 2024-03-05 DOI: 10.2217/bmm-2023-0671
Lin Wu, Jinyan Zhang, Hui-Min Zhang, Cheng-Yi Wang

Background: This study aimed to investigate the clinical value of the red blood cell distribution width (RDW) in severe Mycoplasma pneumoniae pneumonia (MPP). Methods: A total of 185 children with diagnosed severe MPP were included. The patients' case records and laboratory examination data were analyzed retrospectively. The children were grouped into quartiles based on RDW. Results: Univariate analysis revealed that RDW was significantly correlated with the Pediatric Risk of Mortality (PRISM) III score, Sepsis-Related Organ Failure Assessment score, incidence of invasive intubation and 30-day in-hospital mortality. After adjustment for the severity of illness, multivariate analysis revealed that the PRISM III score and RDW were factors independently associated with 30-day in-hospital mortality. Conclusion: This study revealed that RDW could be correlated with the long-term prognosis and severity of severe MPP.

研究背景本研究旨在探讨红细胞分布宽度(RDW)在重症肺炎支原体肺炎(MPP)中的临床价值。研究方法共纳入 185 名确诊为重症肺炎支原体肺炎的患儿。对患者的病历和实验室检查数据进行回顾性分析。根据 RDW 将患儿分为四等分。结果单变量分析显示,RDW与儿科死亡风险(PRISM)III评分、败血症相关器官功能衰竭评估评分、有创插管发生率和30天院内死亡率显著相关。在对病情严重程度进行调整后,多变量分析显示 PRISM III 评分和 RDW 是与 30 天院内死亡率独立相关的因素。结论本研究表明,RDW与重症MPP的长期预后和严重程度相关。
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引用次数: 0
Association between serum homocysteine and postoperative acute kidney injury in patients undergoing cardiac surgery. 心脏手术患者血清同型半胱氨酸与术后急性肾损伤之间的关系。
IF 2.2 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-01-01 Epub Date: 2024-02-15 DOI: 10.2217/bmm-2023-0611
Zheng-Rong Li, Cun-Fei Liu, De-Qun Guo, Yan-Jin Wei

Background: To explore the relationship between homocysteine (Hcy) and cardiac surgery-associated acute kidney injury (AKI). Methods: A total of 944 patients who underwent cardiac surgery were enrolled. The association between Hcy levels and the risk of cardiac surgery-associated AKI was evaluated. Results: A total of 135 patients were diagnosed with AKI and the prevalence of AKI was 14.30%. The AKI group had significantly higher levels of Hcy compared with the non-AKI group (16.90 vs 13.56 umol/l; p < 0.001). The incidence rates of AKI increased from 7.2% to 26.72% across increasing Hcy quartiles (p < 0.001). Compared with the first Hcy quartile group, the odds ratio of cardiac surgery-associated AKI was 4.43 (95% CI: 2.27-8.66) in the highest Hcy group. Conclusion: Elevated Hcy level is an independent risk factor for cardiac surgery-associated AKI.

研究背景探讨同型半胱氨酸(Hcy)与心脏手术相关急性肾损伤(AKI)之间的关系。研究方法共纳入 944 名接受心脏手术的患者。评估 Hcy 水平与心脏手术相关急性肾损伤风险之间的关系。结果共有 135 名患者被诊断为 AKI,AKI 患病率为 14.30%。与非 AKI 组相比,AKI 组患者的 Hcy 水平明显更高(16.90 vs 13.56 umol/l;P 结论:Hcy 水平升高是导致心脏手术相关性 AKI 的一个重要因素:Hcy 水平升高是心脏手术相关性 AKI 的独立风险因素。
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引用次数: 0
Roles of microRNA-486-5p in the diagnosis and the association with clinical symptoms of cervical cancer. microRNA-486-5p在宫颈癌诊断中的作用以及与临床症状的关联。
IF 1.9 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-01-01 Epub Date: 2024-10-17 DOI: 10.1080/17520363.2024.2400963
Lingling Wang, Yan Wang, Kang Yang, Xiaowen Hu, Guoliu Ye

Aim: To explore the predictive value of miR-486-5p in early cervical cancer and the associations of miR-486-5p with different clinical symptoms.Materials & methods: A total of 185 women were recruited. The relative expression levels of serum miR-486-5p were analyzed by real-time polymerase chain reaction. The receiver operator characteristic curves were utilized to reflect the predictive performance of miR-486-5p and squamous cell carcinoma antigen for early cervical cancer. Univariate logistic regression and ranked logistic regression were used to explore the associations of miR-486-5p with different clinical symptoms of early cervical cancer, with odd ratios (ORs) and 95% confidence intervals.Results: Eighty-one women (44.26%) had early cervical cancer. The relative expression of serum miR-486-5p was 1.99-fold higher in early cervical cancer patients than that in controls (p < 0.0001). The predictive performance of miR-486-5p for early cervical cancer was significantly superior to that of squamous cell carcinoma antigen, with an area under the curve of 0.865 (p < 0.001), sensitivity of 1.000 and specificity of 0.804. In addition, overexpressed miR-486-5p was associated with high odds of maximum tumor diameter increase (OR = 1.30, 95% CI: [1.01-1.66]).Conclusion: MiR-486-5p may be a potential biomarker for the early cervical cancer diagnosis, and was linked to the risk of maximum tumor diameter.

目的:探讨miR-486-5p在早期宫颈癌中的预测价值以及miR-486-5p与不同临床症状的关联:材料与方法:共招募了 185 名妇女。材料与方法:共招募了 185 名妇女,采用实时聚合酶链反应分析血清 miR-486-5p 的相对表达水平。利用受体运算特征曲线来反映 miR-486-5p 和鳞状细胞癌抗原对早期宫颈癌的预测性能。利用单变量逻辑回归和排序逻辑回归探讨了miR-486-5p与早期宫颈癌不同临床症状的相关性,并得出了奇数比(ORs)和95%置信区间:81名妇女(44.26%)患有早期宫颈癌。早期宫颈癌患者血清 miR-486-5p 的相对表达量是对照组的 1.99 倍(p miR-486-5p 对早期宫颈癌的影响明显优于鳞状细胞癌抗原,曲线下面积为 0.865(p miR-486-5p 与肿瘤最大直径增大的高几率相关(OR = 1.30,95% CI:[1.01-1.66])):MiR-486-5p可能是早期宫颈癌诊断的潜在生物标志物,并与肿瘤最大直径的风险有关。
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引用次数: 0
Long noncoding RNA MALAT1 in dermatologic disorders: a comprehensive review. 皮肤病中的长非编码 RNA MALAT1:综述。
IF 1.9 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-01-01 Epub Date: 2024-07-09 DOI: 10.1080/17520363.2024.2369044
Dayanara Ruiz-Ojeda, Carlos A Guzmán-Martín, Rafael Bojalil, Ximena F Balderas, Iris S Paredes-González, Javier González-Ramírez, Enrique Torres-Rasgado, Adrián Hernández-DíazCouder, Rashidi Springall, Fausto Sánchez-Muñoz

Dermatologic disorders, affecting the integumentary system, involve diverse molecular mechanisms such as cell proliferation, apoptosis, inflammation and immune responses. Long noncoding RNAs, particularly Metastasis-Associated Lung Adenocarcinoma Transcript 1 (MALAT1), are crucial regulators of gene expression. MALAT1 influences inflammatory responses, immune cell function and signaling pathways, impacting various physiological and pathological processes, including dermatologic disorders. Dysregulation of MALAT1 is observed in skin conditions like psoriasis, atopic dermatitis and systemic lupus erythematosus. However, its precise role remains unclear. This review consolidates knowledge on MALAT1's impact on skin biology and pathology, emphasizing its potential diagnostic and therapeutic implications in dermatologic conditions.

皮肤病影响着皮肤的整体系统,涉及多种分子机制,如细胞增殖、凋亡、炎症和免疫反应。长非编码 RNA,尤其是转移相关肺腺癌转录本 1(MALAT1),是基因表达的关键调控因子。MALAT1 影响炎症反应、免疫细胞功能和信号通路,对包括皮肤病在内的各种生理和病理过程产生影响。在银屑病、特应性皮炎和系统性红斑狼疮等皮肤病中都能观察到 MALAT1 的失调。然而,其确切作用仍不清楚。这篇综述整合了有关 MALAT1 对皮肤生物学和病理学影响的知识,强调了它在皮肤病诊断和治疗方面的潜在意义。
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引用次数: 0
Analyzing venous thromboembolism risk in malignant tumors: thromboelastogram and coagulation factors study. 分析恶性肿瘤的静脉血栓栓塞风险:血栓弹力图和凝血因子研究。
IF 1.9 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-01-01 Epub Date: 2024-06-04 DOI: 10.1080/17520363.2024.2342239
Wang Xue-Xing, Chu Jie, Chen Chun-Mei, He Yuan, Wei Chun-Mei

Aim: This retrospective clinical study was designed to examine the predictive value of thromboelastography (TEG) combined with coagulation function for venous thromboembolism (VTE) in hospitalized patients with cancer. Materials & methods: Among 215 patients admitted between May 2020 and January 2022, 39 (18.14%) were diagnosed with VTE during hospitalization. Results: Significant differences were found in D-dimer, ATIII and TEG parameters (maximum amplitude and coagulation index) between VTE-positive and VTE-negative patients (p < 0.05). Multivariate analysis revealed tumor node metastasis stage, concomitant infection, smoking history and D-dimer as independently associated with VTE. The constructed model and D-dimer areas under the curve were 0.809 and 0.764, respectively. Conclusion: TEG parameters were not significantly predictive indicators for VTE, with D-dimer remaining a key predictor.

目的:本回顾性临床研究旨在探讨血栓弹性成像(TEG)结合凝血功能对住院癌症患者静脉血栓栓塞症(VTE)的预测价值。材料与方法:在 2020 年 5 月至 2022 年 1 月期间收治的 215 名患者中,39 人(18.14%)在住院期间被诊断为 VTE。结果发现 VTE 阳性和 VTE 阴性患者的 D-二聚体、ATIII 和 TEG 参数(最大振幅和凝血指数)之间存在显著差异(p 结论:TEG 参数并不是预测 VTE 的重要指标:TEG 参数不是 VTE 的重要预测指标,D-二聚体仍是关键的预测指标。
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引用次数: 0
Prognostic value of serum albumin in heart failure patients with cardiac resynchronization therapy. 接受心脏再同步化治疗的心力衰竭患者血清白蛋白的预后价值。
IF 1.9 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-01-01 Epub Date: 2024-05-24 DOI: 10.1080/17520363.2024.2347200
Levent Pay, Ahmet Çağdaş Yumurtaş, Ozan Tezen, Tuğba Çetin, Semih Eren, Tufan Çınar, Mert İlker Hayıroğlu

Aim: There is a lack of data about the association between admission serum albumin levels and long-term mortality in heart failure (HF) patients with cardiac resynchronization therapy defibrillators (CRT-D). We aim to investigate this connection in HF patients with CRT-D. Methods: The study population consisted of 477 HF patients with CRT-D. The cohort was divided into three groups according to albumin values, and the relationship between these groups and long-term mortality were evaluated. Results: Long-term all-cause mortality (HR: 3.32, 95% CI: 2.12-6.84), appropriate (HR: 4.44, 95% CI: 2.44-8.06) and inappropriate (HR: 2.95, 95% CI: 1.88-6.02) shocks were higher in the low albumin group. Conclusion: Low albumin levels are associated with the long-term mortality and appropriate shock treatment in HF patients with CRT-D.

目的:关于使用心脏再同步治疗除颤器(CRT-D)的心力衰竭(HF)患者的入院血清白蛋白水平与长期死亡率之间的关系,目前还缺乏相关数据。我们旨在研究使用 CRT-D 的心衰患者的这一关系。研究方法研究对象包括 477 名使用 CRT-D 的高血压患者。根据白蛋白值将人群分为三组,并评估这些组别与长期死亡率之间的关系。结果低白蛋白组的长期全因死亡率(HR:3.32,95% CI:2.12-6.84)、适当电击(HR:4.44,95% CI:2.44-8.06)和不适当电击(HR:2.95,95% CI:1.88-6.02)均较高。结论低白蛋白水平与接受 CRT-D 治疗的心房颤动患者的长期死亡率和适当的电击治疗有关。
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引用次数: 0
Prognostic value of pan immune-inflammation value in patients undergoing unprotected left main coronary artery stenting. 接受无保护左主干冠状动脉支架植入术的患者泛免疫炎症值的预后价值。
IF 1.9 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-01-01 Epub Date: 2024-10-21 DOI: 10.1080/17520363.2024.2412515
Ahmet Karaduman, Cemalettin Yılmaz, Mustafa Ferhat Keten, İsmail Balaban, Barkın Kültürsay, Neşri Danışman, Muhammet Mucahit Tiryaki, Elnur Alizade, Regayip Zehir

Aim: This study aimed long-term prognostic factors for percutaneous coronary intervention (PCI) in left main coronary artery (LMCA) disease, focusing on inflammatory parameters like Pan Immune-Inflammation Value (PIV) and Systemic Immune-Inflammation Index (SII).Materials & methods: This retrospective, observational study involved 121 patients receiving unprotected LMCA PCI.The study's primary end point was MACE, including all-cause death, repeat revascularization and myocardial reinfarction.Results: The PIV and SII scores emerged as independent predictors of MACE occurrence in patients undergoing PCI for unprotected LMCA disease (p:0.045,p:0.048;respectively).In addition, age, ejection fraction, creatinine, shock presentation and the residual syntax score were identified as significant independent predictors of MACE in both models.Conclusion: This study showed a significant, independent correlation between PIV, SII and MACE in patients undergoing PCI for LMCA disease, with PIV showing slightly better predictive capability than SII.

目的:本研究旨在探讨左冠状动脉主干(LMCA)疾病经皮冠状动脉介入治疗(PCI)的长期预后因素,重点是泛免疫炎症值(PIV)和系统免疫炎症指数(SII)等炎症参数:研究的主要终点是MACE,包括全因死亡、再次血管重建和心肌再梗死:此外,在两个模型中,年龄、射血分数、肌酐、休克表现和残余综合评分也被认为是MACE的重要独立预测因素:本研究表明,PIV、SII 与因 LMCA 疾病接受 PCI 治疗的患者的 MACE 之间存在明显的独立相关性,其中 PIV 的预测能力略优于 SII。
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引用次数: 0
Prognostic role of systemic immune-inflammation index versus other cardiac markers in acute myocarditis in young adults. 全身免疫炎症指数与其他心脏标记物在青壮年急性心肌炎中的预后作用。
IF 1.9 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-01-01 Epub Date: 2024-09-25 DOI: 10.1080/17520363.2024.2403321
Ilke Erbay, Ugur Kokturk, Naile Eris Gudul, Ahmet Avci

Aim: Myocarditis, an inflammatory disease of the myocardium, can range from asymptomatic cases to severe forms such as fulminant myocarditis. The systemic immune-inflammation index (SII) has emerged as a potential biomarker for various inflammatory diseases. This study aimed to determine the effect of SII on the prognosis of young adults with acute myocarditis and compare it with other cardiac markers.Methods: We retrospectively analyzed patients aged 18-40 years who were admitted to the emergency department with a diagnosis of acute myocarditis between January 2014 and January 2024. Patients were divided into non-fulminant and fulminant myocarditis groups based on diagnostic criteria.Results: SII, troponin I and N-terminal pro-brain natriuretic peptide (NT-proBNP) levels were significantly higher in the fulminant myocarditis group (p < 0.001 for all). Logistic regression analysis identified SII and NT-proBNP as independent predictors of fulminant myocarditis but not for troponin I (p = 0.064). The optimal cutoff value for SII in diagnosing fulminant myocarditis was 1020, with a sensitivity of 91% and specificity of 83%, outperforming troponin I. Patients with SII ≥1020 had a significantly higher risk of adverse outcomes.Conclusion: The SII enables early detection of adverse outcomes and is an independent predictor of prognosis in young adults with myocarditis.

目的:心肌炎是一种心肌炎症性疾病,从无症状病例到严重病例(如暴发性心肌炎)均有可能发生。全身免疫炎症指数(SII)已成为各种炎症性疾病的潜在生物标志物。本研究旨在确定 SII 对急性心肌炎青壮年患者预后的影响,并将其与其他心脏标志物进行比较:我们对 2014 年 1 月至 2024 年 1 月期间急诊科收治的被诊断为急性心肌炎的 18-40 岁患者进行了回顾性分析。根据诊断标准将患者分为非急性心肌炎组和急性心肌炎组:结果:急性心肌炎组的SII、肌钙蛋白I和N末端前脑钠尿肽(NT-proBNP)水平显著高于非急性心肌炎组(P = 0.064)。SII诊断暴发性心肌炎的最佳临界值为1020,敏感性为91%,特异性为83%,优于肌钙蛋白I:结论:SⅡ能早期发现不良预后,是年轻心肌炎患者预后的独立预测指标。
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引用次数: 0
WTAP-mediated m6A modification regulates NLRP3/Caspase-1/GSDMD to inhibit pyroptosis and exacerbate colorectal cancer. WTAP介导的m6A修饰调节NLRP3/Caspase-1/GSDMD,从而抑制化脓过程并加剧结直肠癌。
IF 1.9 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-01-01 Epub Date: 2024-10-29 DOI: 10.1080/17520363.2024.2416886
Anwei Mo, Huaiwen Wang

Aim: Wilms' tumor 1-associating protein (WTAP), plays a part in colorectal cancer (CRC) progression. However, it is not yet known how WTAP affects cancer progression by influencing leukocyte rich repeat containing proteins (NLR) - family members 3 (NLRP3) - related inflammasomes.Materials & methods: We first validated the expression of WTAP in CRC at the tissue and cellular levels. Subsequently, by transfecting si-NC and si-WTAP into cells, we verified functions of WTAP in proliferation, invasion, migration and apoptosis of CRC cells. Finally, we analyzed the N6-methyladenosine (m6A) modification of NLRP3 by WTAP using methylated RNA immunoprecipitation (MeRIP)-qPCR technology, confirming that WTAP mediated the repression of NLRP3 inflammasome and the malignant progression of tumor cells.Results: WTAP was substantially upregulated in CRC tissues and cells. WTAP reinforced the migration, proliferation and invasion ability of CRC cells, and repressed apoptosis. Mechanistically, WTAP mediated the m6A modification of NLRP3, which suppressed the expression of NLRP3 and dampened the NLRP3/Caspase-1/GSDMD axis activation as well as pyroptosis, thereby facilitating the malignant progression of CRC.Conclusion: WTAP mediates m6A modification to modulate the repression of the NLRP3/Caspase-1/GSDMD axis in pyroptosis, reinforcing the malignant progression of CRC.

目的:Wilms' tumor 1-associating protein(WTAP)在结直肠癌(CRC)的发展过程中起着一定的作用。然而,WTAP如何通过影响白细胞富含重复蛋白(NLR)--家族成员3(NLRP3)--相关炎性体而影响癌症进展尚不清楚:我们首先在组织和细胞水平上验证了 WTAP 在 CRC 中的表达。随后,通过将 si-NC 和 si-WTAP 转染到细胞中,我们验证了 WTAP 在 CRC 细胞增殖、侵袭、迁移和凋亡中的功能。最后,我们利用甲基化RNA免疫沉淀(MeRIP)-qPCR技术分析了WTAP对NLRP3的N6-甲基腺苷(m6A)修饰,证实了WTAP介导了NLRP3炎性体的抑制和肿瘤细胞的恶性进展:结果:WTAP在CRC组织和细胞中显著上调。结果:WTAP在CRC组织和细胞中大量上调,增强了CRC细胞的迁移、增殖和侵袭能力,抑制了细胞凋亡。从机理上讲,WTAP介导了NLRP3的m6A修饰,从而抑制了NLRP3的表达,抑制了NLRP3/Caspase-1/GSDMD轴的活化以及热凋亡,从而促进了CRC的恶性进展:结论:WTAP介导的m6A修饰调节了NLRP3/Caspase-1/GSDMD轴在化脓过程中的抑制作用,加强了CRC的恶性进展。
{"title":"WTAP-mediated m6A modification regulates NLRP3/Caspase-1/GSDMD to inhibit pyroptosis and exacerbate colorectal cancer.","authors":"Anwei Mo, Huaiwen Wang","doi":"10.1080/17520363.2024.2416886","DOIUrl":"10.1080/17520363.2024.2416886","url":null,"abstract":"<p><p><b>Aim:</b> Wilms' tumor 1-associating protein (WTAP), plays a part in colorectal cancer (CRC) progression. However, it is not yet known how WTAP affects cancer progression by influencing leukocyte rich repeat containing proteins (NLR) - family members 3 (NLRP3) - related inflammasomes.<b>Materials & methods:</b> We first validated the expression of WTAP in CRC at the tissue and cellular levels. Subsequently, by transfecting si-NC and si-WTAP into cells, we verified functions of WTAP in proliferation, invasion, migration and apoptosis of CRC cells. Finally, we analyzed the N6-methyladenosine (m6A) modification of NLRP3 by WTAP using methylated RNA immunoprecipitation (MeRIP)-qPCR technology, confirming that WTAP mediated the repression of NLRP3 inflammasome and the malignant progression of tumor cells.<b>Results:</b> WTAP was substantially upregulated in CRC tissues and cells. WTAP reinforced the migration, proliferation and invasion ability of CRC cells, and repressed apoptosis. Mechanistically, WTAP mediated the m6A modification of NLRP3, which suppressed the expression of NLRP3 and dampened the NLRP3/Caspase-1/GSDMD axis activation as well as pyroptosis, thereby facilitating the malignant progression of CRC.<b>Conclusion:</b> WTAP mediates m6A modification to modulate the repression of the NLRP3/Caspase-1/GSDMD axis in pyroptosis, reinforcing the malignant progression of CRC.</p>","PeriodicalId":9182,"journal":{"name":"Biomarkers in medicine","volume":" ","pages":"945-955"},"PeriodicalIF":1.9,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11633406/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142521047","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine learning algorithms using the inflammatory prognostic index for contrast-induced nephropathy in NSTEMI patients. 使用炎症预后指数对 NSTEMI 患者造影剂诱发肾病进行机器学习算法。
IF 1.9 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-01-01 Epub Date: 2024-11-13 DOI: 10.1080/17520363.2024.2422810
Faysal Şaylık, Tufan Çınar, Murat Selçuk, İbrahim Halil Tanboğa

Aim: Inflammatory prognostic index (IPI), has been shown to be related with poor outcomes in cancer patients. We aimed to investigate the predictive role of IPI for contrast-induced nephropathy (CIN) development in non-ST segment elevation myocardial infarction patients using a nomogram and performing machine learning (ML) algorithms.Materials & methods: A total of 178 patients with CIN (+) and 1511 with CIN (-) were included.Results: CIN (+) patients had higher IPI levels, and IPI was independently associated with CIN. A risk prediction nomogram including IPI had a higher predictive ability and good calibration. Naive Bayes and k-nearest neighbors were the best ML algorithms for the prediction of CIN patients.Conclusion: IPI might be used as an easily obtainable marker for CIN prediction using ML algorithms.

目的:炎症预后指数(IPI)已被证明与癌症患者的不良预后有关。我们旨在利用提名图和机器学习(ML)算法研究 IPI 对非 ST 段抬高型心肌梗死患者造影剂诱发肾病(CIN)的预测作用:共纳入178例CIN(+)患者和1511例CIN(-)患者:结果:CIN(+)患者的IPI水平较高,IPI与CIN独立相关。包括 IPI 在内的风险预测提名图具有更高的预测能力和良好的校准性。Naive Bayes 和 k-nearest neighbors 是预测 CIN 患者的最佳 ML 算法:结论:IPI 可作为一种易于获得的标记物,使用多重多重算法预测 CIN。
{"title":"Machine learning algorithms using the inflammatory prognostic index for contrast-induced nephropathy in NSTEMI patients.","authors":"Faysal Şaylık, Tufan Çınar, Murat Selçuk, İbrahim Halil Tanboğa","doi":"10.1080/17520363.2024.2422810","DOIUrl":"10.1080/17520363.2024.2422810","url":null,"abstract":"<p><p><b>Aim:</b> Inflammatory prognostic index (IPI), has been shown to be related with poor outcomes in cancer patients. We aimed to investigate the predictive role of IPI for contrast-induced nephropathy (CIN) development in non-ST segment elevation myocardial infarction patients using a nomogram and performing machine learning (ML) algorithms.<b>Materials & methods:</b> A total of 178 patients with CIN (+) and 1511 with CIN (-) were included.<b>Results:</b> CIN (+) patients had higher IPI levels, and IPI was independently associated with CIN. A risk prediction nomogram including IPI had a higher predictive ability and good calibration. Naive Bayes and k-nearest neighbors were the best ML algorithms for the prediction of CIN patients.<b>Conclusion:</b> IPI might be used as an easily obtainable marker for CIN prediction using ML algorithms.</p>","PeriodicalId":9182,"journal":{"name":"Biomarkers in medicine","volume":" ","pages":"1007-1015"},"PeriodicalIF":1.9,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11633428/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142615015","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Biomarkers in medicine
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