Blood Group Antigens

血型抗原
  • 文章类型: Journal Article
    这篇综述旨在更好地了解红细胞(RBC)基因分型何时以及为什么适用于输血医学。以系统的方式审查了过去8年在同行评审期刊上发表的文章。红细胞基因分型在输血医学中具有许多应用,包括当不能使用血清学方法时预测患者的抗原谱,比如最近输血的病人,在自身抗体存在的情况下,或没有血清学试剂时。RBC基因分型在产前护理中用于确定接合性并指导Rh免疫球蛋白在孕妇中的施用,以预防胎儿和新生儿的溶血病。在捐赠者测试中,RBC基因分型用于解决ABO/D差异以获得更好的供体保留或用于鉴定对高流行抗原呈阴性的供体,以增加需要稀有血液的患者的血液可用性和相容性。RBC基因分型有助于免疫血液学参考实验室人员进行复杂的抗体检查,建议用于确定患者和预期供体的抗原谱,以准确匹配C,E,和K在多次输血患者中。这种测试还用于确定Rh血型系统中具有变异等位基因的患者或供体。来自此测试助手的信息在复杂抗体鉴定以及来源罕见的等位基因匹配的RBC单位中。虽然红细胞基因分型在输血医学中很有用,其在输血服务中的实施存在局限性,包括测试可用性,周转时间,和成本。
    This review aims to provide a better understanding of when and why red blood cell (RBC) genotyping is applicable in transfusion medicine. Articles published within the last 8 years in peer-reviewed journals were reviewed in a systematic manner. RBC genotyping has many applications in transfusion medicine including predicting a patient\'s antigen profile when serologic methods cannot be used, such as in a recently transfused patient, in the presence of autoantibody, or when serologic reagents are not available. RBC genotyping is used in prenatal care to determine zygosity and guide the administration of Rh immune globulin in pregnant women to prevent hemolytic disease of the fetus and newborn. In donor testing, RBC genotyping is used for resolving ABO/D discrepancies for better donor retention or for identifying donors negative for high-prevalence antigens to increase blood availability and compatibility for patients requiring rare blood. RBC genotyping is helpful to immunohematology reference laboratory staff performing complex antibody workups and is recommended for determining the antigen profiles of patients and prospective donors for accurate matching for C, E, and K in multiply transfused patients. Such testing is also used to determine patients or donors with variant alleles in the Rh blood group system. Information from this testing aides in complex antibody identification as well as sourcing rare allele-matched RBC units. While RBC genotyping is useful in transfusion medicine, there are limitations to its implementation in transfusion services, including test availability, turn-around time, and cost.
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  • 文章类型: Journal Article
    奥古斯丁是一种新发现的包含四种抗原的血型系统,其中之一是原始“系列”中的高频抗原Ata。四个抗原位于多遍膜糖蛋白平衡核苷转运蛋白1(ENT1)上,和平衡核苷转运蛋白由SLC29A1编码。2016年,国际输血学会(ISBT)将奥古斯丁视为血型系统,并将其编号为036。糖蛋白ENT1将核苷酸转运到细胞中参与DNA和RNA的合成,这是化疗苷进入肿瘤细胞的重要环节。奥古斯丁抗体与输血和妊娠临床相关。
    Augustine is a newly identified blood group system comprising four antigens, one of which is the high-frequency antigen Ata in the original \"series\". Four antigens are located on a multipass membrane glycoprotein equilibrative nucleoside transporter 1 (ENT1), and equilibrative nucleoside transporter is encoded by SLC29A1. In 2016, the International Society of Blood Transfusion (ISBT) recognised Augustine as a blood group system and numbered it as 036. The glycoprotein ENT1 transports nucleotides into cells to participate in the synthesis of DNA and RNA, and this is an important link for chemotherapeutic glycosides to enter tumour cells. Augustine antibodies are clinically relevant in blood transfusion and pregnancy.
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  • 文章类型: Journal Article
    怀孕期间的RhD同种免疫仍然是胎儿和新生儿溶血病(HDFN)的主要原因。然而,还有其他抗原可能与这种现象的发生有关,并且比例一直在增长,鉴于目前的预防策略仅侧重于抗RhD抗体。虽然不广泛,由这些抗体引起的疾病的筛查和诊断管理在文献中有建议.出于这个原因,进行了以下审查,目的是列出所描述的主要红细胞抗原组-例如Rh,ABO,凯尔,MNS,Duffy,基德,除其他外-解决每个人的临床重要性,流行在不同的国家,并建议在怀孕期间检测此类抗体时进行管理。
    RhD alloimmunization in pregnancy is still the main cause of hemolytic disease of the fetus and neonate (HDFN). Nevertheless, there are other antigens that may be associated with the occurrence of this phenomenon and that have been growing in proportion, given that current prevention strategies focus only on anti-RhD antibodies. Although not widespread, the screening and diagnostic management of the disease caused by these antibodies has recommendations in the literature. For this reason, the following review was carried out with the objective of listing the main red blood cell antigen groups described - such as Rh, ABO, Kell, MNS, Duffy, Kidd, among others - addressing the clinical importance of each one, prevalence in different countries, and recommended management when detecting such antibodies during pregnancy.
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  • 文章类型: Journal Article
    KLF转录因子1(KLF1)和GATA结合蛋白1(GATA1)是启动和调节参与红细胞生成的基因转录的转录因子(TF)。这些TFs具有识别基因中特定核苷酸序列的DNA结合域,它们结合并调节转录。编码KLF1或GATA1的基因变异可导致一系列血液学表型-从良性到严重形式的血小板减少症和贫血;它们还可削弱血型抗原的表达。路德教(LU)血型系统易受TF基因变异,特别是KLF1变体。KLF1基因变体的杂合子个体显示红细胞上的路德教会抗原减少,这通常不能通过常规血凝方法检测到。这种降低的抗原表达被称为In(Lu)表型。为了准确的血型,区分In(Lu)表型很重要,抗原表达非常弱,和真正的Lunull表型,没有抗原表达。国际输血学会血型等位基因数据库记录了与改良的路德教表达相关的KLF1和GATA1变体。这里,我们回顾了KLF1和最近通过调查血型表型和基因型差异定义的新基因变异,对于一份报告,调查原因不明的慢性贫血病例。此外,我们包括对GATA1TF的回顾,包括描述与血清学Lu(a-b-)表型相关的第二个GATA1变异的病例报告。最后,我们回顾了过去和最近关于血型基因DNA序列基序变异的报道,这些变异破坏了GATA1TF的结合,并消除或减少了红系抗原的表达.这篇综述强调了转录过程本身的多样性和复杂性,以及需要考虑这些因素作为准确血型表型鉴定的附加组成部分。
    KLF transcription factor 1 (KLF1) and GATA binding protein 1 (GATA1) are transcription factors (TFs) that initiate and regulate transcription of the genes involved in erythropoiesis. These TFs possess DNA-binding domains that recognize specific nucleotide sequences in genes, to which they bind and regulate transcription. Variants in the genes that encode either KLF1 or GATA1 can result in a range of hematologic phenotypes-from benign to severe forms of thrombocytopenia and anemia; they can also weaken the expression of blood group antigens. The Lutheran (LU) blood group system is susceptible to TF gene variations, particularly KLF1 variants. Individuals heterozygous for KLF1 gene variants show reduced Lutheran antigens on red blood cells that are not usually detected by routine hemagglutination methods. This reduced antigen expression is referred to as the In(Lu) phenotype. For accurate blood typing, it is important to distinguish between the In(Lu) phenotype, which has very weak antigen expression, and the true Lunull phenotype, which has no antigen expression. The International Society of Blood Transfusion blood group allele database registers KLF1 and GATA1 variants associated with modified Lutheran expression. Here, we review KLF1 and recent novel gene variants defined through investigating blood group phenotype and genotype discrepancies or, for one report, investigating cases with unexplained chronic anemia. In addition, we include a review of the GATA1 TF, including a case report describing the second GATA1 variant associated with a serologic Lu(a-b-) phenotype. Finally, we review both past and recent reports on variations in the DNA sequence motifs on the blood group genes that disrupt the binding of the GATA1 TF and either remove or reduce erythroid antigen expression. This review highlights the diversity and complexity of the transcription process itself and the need to consider these factors as an added component for accurate blood group phenotyping.
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  • 文章类型: Meta-Analysis
    背景:据称非O和Rh阳性血型的人更容易受到感染,包括SARS-CoV-2,但对于非病毒和病毒感染的程度仍不确定。
    方法:我们从1960年1月1日至2022年5月31日系统地回顾了Embase和PubMed。选择了英文出版物,分别调查了ABO和/或Rh血型与SARS-CoV-2和非SARS-CoV-2感染风险之间的关系。然后分别生成合并比值比(ORp)和95%置信区间(CI)。
    结果:非O血型对SARS-CoV-2的ORp高于O血型,22项病例对照研究(2.13,95%CI1.49-3.04)和15项队列研究(1.89,95%CI1.56-2.29).对于非SARS-CoV-2病毒感染,各自的ORp分别为1.98(95%CI1.49~2.65;4项病例对照研究)和1.87(95%CI1.53~2.29;12项队列研究).对于非病毒感染,ORp分别为1.56(95%CI0.98~2.46;13项病例对照研究)和2.11(95%CI1.67~6.67;4项队列研究).在6项病例对照研究(13.83,95%CI6.18-30.96)和6项队列研究(19.04,95%CI11.63-31.17)中,Rh阳性状态对SARS-CoV-2感染的ORp较高,与Rh阴性者相比。对于Rh状态,非SARS-CoV-2感染,在7项病例对照研究中,ORp为23.45(95%CI16.28-33.76),在4项队列研究中,和9.25(95%CI2.72-31.48)。在所有分析中均观察到高度异质性。
    结论:非O和Rh阳性血液状态均与SARS-CoV-2感染的较高风险相关,除了其他病毒和非病毒感染。
    BACKGROUND: Persons with non-O and Rh-positive blood types are purported to be more susceptible to infection, including SARS-CoV-2, but there remains uncertainty about the degree to which this is so for both non-viral and viral infections.
    METHODS: We systematically reviewed Embase and PubMed from January 1st 1960 to May 31st 2022. English-language publications were selected that separately investigated the relation between ABO and/or Rh blood group and risk of SARS-CoV-2 and non-SARS-CoV-2 infection. Pooled odds ratios (ORp) and 95% confidence intervals (CI) were then generated for each.
    RESULTS: Non-O blood groups had a higher ORp for SARS-CoV-2 than O blood groups, both within 22 case-control studies (2.13, 95% CI 1.49- 3.04) and 15 cohort studies (1.89, 95% CI 1.56- 2.29). For non-SARS-CoV-2 viral infections, the respective ORp were 1.98 (95% CI 1.49-2.65; 4 case-control studies) and 1.87 (95% CI 1.53-2.29; 12 cohort studies). For non-viral infections, the ORp were 1.56 (95% CI 0.98-2.46; 13 case-control studies) and 2.11 (95% CI 1.67-6.67; 4 cohort studies). Rh-positive status had a higher ORp for SARS-CoV-2 infection within 6 case-control studies (13.83, 95% CI 6.18-30.96) and 6 cohort studies (19.04, 95% CI 11.63-31.17), compared to Rh-negative persons. For Rh status, non-SARS-CoV-2 infections, the ORp were 23.45 (95% CI 16.28-33.76) among 7 case-control studies, and 9.25 (95% CI 2.72-31.48) within 4 cohort studies. High measures of heterogeneity were notably observed for all analyses.
    CONCLUSIONS: Non-O and Rh-positive blood status are each associated with a higher risk of SARS-CoV-2 infection, in addition to other viral and non-viral infections.
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  • 文章类型: Meta-Analysis
    血型的分子分析在输血医学中很重要,允许预测红细胞(RBC)抗原。许多血库使用基于单核苷酸变体(SNV)的方法进行血型分析。虽然这是一个成熟的方法,它仅限于基因分型组中包括的多态性。因此,可以忽略改变抗原表达的变体,导致表型预测不正确。下一代测序技术(NGS)的普及导致其在输血医学中的应用,包括RBC抗原测定。本综述/荟萃分析旨在评估NGS预测RBC抗原的适用性。根据系统评价和荟萃分析指南的首选报告项目,在进行全面的文献检索后进行了系统评价。根据预定义的标准选择研究,并使用流行病学指南中加强观察性研究的报告进行评估。提取研究的特征和结果,并进行荟萃分析以验证标准分子方法和NGS的结果之间的一致性。凯尔(rs8176058),Duffy(rs2814778,rs12078),选择或Kidd(rs1085396)等位基因作为比较模型。此外,其他血型系统的结果。在确定的864项符合条件的研究中,10人符合纳入标准,并被选入荟萃分析。与其他方法相比,NGS的合并一致性比例为0.982至0.994。测序深度覆盖率被确定为结果可靠性的关键参数。一些研究报告难以分析更复杂的系统,如Rh和MNS,需要采取具体的策略。NGS是一种能够预测血型表型的技术,具有许多优势,例如可以同时分析数百个个体和基因区域,以及提供全面遗传分析的能力,这有助于描述新的等位基因和更好地理解血型的遗传基础。在血库常规中实施NGS取决于几个因素,例如降低成本,广泛验证的面板的可用性,建立清晰的质量参数,并获得易于访问和操作的生物信息学分析工具。
    Molecular analysis of blood groups is important in transfusion medicine, allowing the prediction of red blood cell (RBC) antigens. Many blood banks use single nucleotide variant (SNV) based methods for blood group analysis. While this is a well-established approach, it is limited to the polymorphisms included in genotyping panels. Thus, variants that alter antigenic expression may be ignored, resulting in incorrect prediction of phenotypes. The popularization of next-generation sequencing (NGS) has led to its application in transfusion medicine, including for RBC antigens determination. The present review/meta-analysis aimed to evaluate the applicability of the NGS for the prediction of RBC antigens. A systematic review was conducted following a comprehensive literature search in accordance with the Preferred Reporting Items for Systematic Review and Meta-Analysis guidelines. Studies were selected based on predefined criteria and evaluated using Strengthening the Reporting of Observational studies in Epidemiology guidelines. The characteristics and results of the studies were extracted and meta-analysis was performed to verify the agreement between results from standard molecular methods and NGS. Kell (rs8176058), Duffy (rs2814778, rs12078), or Kidd (rs1085396) alleles were selected as a model for comparisons. Additionally, results are presented for other blood group systems. Of the 864 eligible studies identified, 10 met the inclusion criteria and were selected for meta-analysis. The pooled concordance proportion for NGS compared to other methods ranged from 0.982 to 0.994. The sequencing depth coverage was identified as crucial parameters for the reliability of the results. Some studies reported difficulty in analyzing more complex systems, such as Rh and MNS, requiring the adoption of specific strategies. NGS is a technology capable of predicting blood group phenotypes and has many strengths such as the possibility of simultaneously analyzing hundred individuals and gene regions, and the ability to provide comprehensive genetic analysis, which is useful in the description of new alleles and a better understanding of the genetic basis of blood groups. The implementation of NGS in the routine of blood banks depends on several factors such as cost reduction, the availability of widely validated panels, the establishment of clear quality parameters and access to bioinformatics analysis tools that are easy to access and operate.
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  • 文章类型: Journal Article
    寻找肾移植候选物的相容供体需要克服免疫障碍,例如人白细胞抗原(HLA)相容性和ABO相容性。新数据表明红细胞抗原(RCA)在肾移植结果中的作用。RCA同种免疫的发生率在慢性输血的个体中很高,如终末期肾病患者,但RCA抗体能否介导移植肾排斥反应仍有争议.Duffy血型抗原(Fy)已显示在肾脏中表达,在其他组织中。有一些数据表明,供体-受体Fy错配可能会增加慢性同种异体移植损伤的风险,并且抗Fy抗体可能参与肾移植排斥反应。然而,虽然筛选肾移植候选ABO抗原是常规的,未对供体肾脏的详细RCA表型进行常规检测.在本文中,我们回顾了Fy在肾移植中的作用,并讨论了其生物学功能的潜在机制。
    Finding a compatible donor for kidney transplant candidates requires overcoming immunological barriers such as human leukocyte antigens (HLA) compatibility and ABO compatibility. Emerging data suggest a role for red blood cell antigens (RCA) in renal transplant outcomes. The incidence of RCA alloimmunization is high in chronically transfused individuals, such as end stage renal disease patients, but whether antibodies to RCA can mediate renal graft rejection remains debatable. The Duffy blood group antigens (Fy) has been shown to be expressed in the kidney, among other tissues. There are some data to suggest that donor-recipient Fy mismatches may increase the risk for chronic allograft damage and that anti-Fy antibodies may be involved in renal graft rejection, however, while it is routine to screen renal transplant candidates for ABO antigens, detailed RCA phenotyping of the donor kidney is not routinely tested. In this paper, we review the current data on the role of Fy in renal transplantation and discuss the potential mechanisms of its biological function.
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  • 文章类型: Review
    目的:抗原频率因地区和种族而异。因此,我们的目的是研究我们人群中血型抗原的患病率,并将印度各地血型抗原的患病率系统化.
    方法:常规自愿O组献血者筛选21种血型抗原;C,C,E,e,K,k,Kpa,Kpb,Jka,Jkb,Fya,FYB,Lea,Leb,Lua,Lub,P1,M,N,S,s,使用市售单克隆抗血清通过柱凝集技术。进行了文献检索,以确定所有报告血型抗原患病率的研究,以估计这些抗原在该国的分区患病率。
    结果:共纳入了符合所有纳入标准的9248个O组捐献者中的521名参与者。在研究小组中,男女比例为9:1,平均年龄为32.6岁(±10.01),范围为18-60岁.大多数供体446(85.6%)为D阳性。Rh中最常见的表型,刘易斯,凯尔,Duffy,基德,路德教会和跨国公司是CcDee(34.93%),乐(a-b+)(61.80%),K-k+(98.27%),Fy(a+b-)43.19%,Jk(a+b+)42.61%,Lu(a-b+)(99.61%),M+N+(48.17%),S-s+(45.29%)。与印度其他地区相比,南部地区的D和E抗原患病率明显较低。
    结论:在印度南部和其他地区之间观察到血型抗原的患病率存在显着差异。血型表型的分区患病率对于及时管理同种免疫患者至关重要。
    OBJECTIVE: The antigen frequencies vary across different regions and ethnic groups. Hence, we aimed to study the prevalence of blood group antigens in our population and to systemize the zone-wise prevalence of the same across India.
    METHODS: Regular voluntary O group blood donors were screened for 21 blood group antigens; C, c, E, e, K, k, Kpa, Kpb, Jka, Jkb, Fya, Fyb, Lea, Leb, Lua, Lub, P1, M, N, S, s, using commercially available monoclonal antisera by column agglutination technology. A literature search was performed to identify all the studies that reported blood group antigens prevalence to estimate the zone-wise prevalence of these antigens in the country.
    RESULTS: A total of 521 participants of 9248 O group donors meeting all the inclusion criteria were included. Among the study group, the male-to-female ratio was 9:1 with a mean age of 32.6 years (±10.01) ranging from 18-60 years. The majority of the donors 446 (85.6%) were D positive. The most common phenotypes among Rh, Lewis, Kell, Duffy, Kidd, Lutheran and MNSs were CcDee (34.93%), Le(a-b+) (61.80%), K-k+(98.27%), Fy(a+b-) 43.19%, Jk(a+b+) 42.61%, Lu(a-b+) ( 99.61%), M+N+ (48.17%), S-s+ (45.29%) respectively. The prevalence of D and E antigens was significantly lower in the South zone compared to other zones of India.
    CONCLUSIONS: Significant difference in the prevalence of blood group antigens is observed between the South and other zones of India. Zone-wise prevalence of blood group phenotypes is essential in the timely management of alloimmunized patients.
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  • 文章类型: Systematic Review
    背景:传统的血吸虫感染诊断测试并不理想,特别是当寄生虫负担较低时。在本综述中,我们试图鉴定重组蛋白,肽,和嵌合蛋白有可能被用作敏感和特异性的血吸虫病诊断工具。
    方法:审查以PRISMA-ScR指南为指导,Arksey和O'Malley的框架,以及JoannaBriggs研究所的指导方针.搜索了五个数据库:Cochrane图书馆,PubMed,EMBASE,PsycInfo和CINAHL,在预印本旁边。确定的文献由两名审稿人评估是否纳入。使用叙述性摘要来解释表格结果。
    结果:诊断性能报告为特异性,敏感性,AUC。对于尿IgGELISA,血吸虫重组抗原的AUC范围为0.65至0.98,和0.69至0.96。曼氏链球菌重组抗原的敏感性为65.3%至100%,特异性为57.4%至100%。除了4种具有较差诊断性能的肽外,大多数肽的敏感性为67.71%至96.15%,特异性为69.23%至100%。据报道,曼氏链球菌嵌合蛋白具有86.8%的灵敏度和94.2%的特异性。
    结论:四跨膜蛋白CD63抗原对嗜血链球菌的诊断性能最好。四跨膜蛋白CD63抗原血清IgGPOC-ICT的敏感性为89%,特异性为100%。基于肽Smp_150390.1(216-230)血清的IgGELISA对曼氏链球菌具有最佳的诊断性能,灵敏度为96.15%,特异性为100%。据报道,肽表现出良好至优异的诊断性能。曼氏多肽嵌合蛋白进一步提高了合成肽的诊断准确性。加上与尿液取样技术相关的优势,我们建议开发基于尿液的多肽嵌合蛋白护理工具。
    Traditional diagnostic tests for schistosome infections are suboptimal, particularly when the parasite burden is low. In the present review we sought to identify recombinant proteins, peptides, and chimeric proteins with potential to be used as sensitive and specific diagnostic tools for schistosomiasis.
    The review was guided by PRISMA-ScR guidelines, Arksey and O\'Malley\'s framework, and guidelines from the Joanna Briggs Institute. Five databases were searched: Cochrane library, PubMed, EMBASE, PsycInfo and CINAHL, alongside preprints. Identified literature were assessed by two reviewers for inclusion. A narrative summary was used to interpret the tabulated results.
    Diagnostic performances were reported as specificities, sensitivities, and AUC. The AUC for S. haematobium recombinant antigens ranged from 0.65 to 0.98, and 0.69 to 0.96 for urine IgG ELISA. S. mansoni recombinant antigens had sensitivities ranging from 65.3% to 100% and specificities ranging from 57.4% to 100%. Except for 4 peptides which had poor diagnostic performances, most peptides had sensitivities ranging from 67.71% to 96.15% and specificities ranging from 69.23% to 100%. S. mansoni chimeric protein was reported to have a sensitivity of 86.8% and a specificity of 94.2%.
    The tetraspanin CD63 antigen had the best diagnostic performance for S. haematobium. The tetraspanin CD63 antigen Serum IgG POC-ICTs had a sensitivity of 89% and a specificity of 100%. Peptide Smp_150390.1 (216-230) serum based IgG ELISA had the best diagnostic performance for S. mansoni with a sensitivity of 96.15% and a specificity of 100%. Peptides were reported to demonstrate good to excellent diagnostic performances. S. mansoni multi-peptide chimeric protein further improved the diagnostic accuracy of synthetic peptides. Together with the advantages associated with urine sampling technique, we recommend development of multi-peptide chimeric proteins urine based point of care tools.
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  • 文章类型: Journal Article
    目的:概述意大利COVID-19疫苗接种前患者严重疾病和致命结局的主要影响因素,还描述了由变体驱动的场景的影响,疫苗,和可用的疗法。
    方法:对同行评审的文章进行了文献检索,以检索COVID-19和预后,包括严重的疾病和死亡。
    方法:意大利COVID-19患者。
    方法:通过流行病学措施评估危险因素与以严重疾病和死亡为主要结局的相关性。包括相对风险,赔率比,和危险比。
    结果:高龄,肥胖,超重,非0血型,男性是与严重疾病相关的因素。死亡结局主要与老年有关,非0血型,肥胖,连同心血管疾病,糖尿病,高血压,癌症,慢性肾病,和急性肾损伤。
    结论:意大利人群的临床和流行病学特征,与组学数据集成,对患者预后较差的风险进行分层可能非常有价值,并解决有针对性的预防和治疗干预措施。
    OBJECTIVE: to provide an outline of the factors mainly influencing severe disease and fatal outcome among Italian COVID-19 patients in the pre-vaccination phase, also describing the impact of the scenarios driven by variants, vaccines, and available therapies.
    METHODS: a literature search was carried out for peer-reviewed articles searching for COVID-19 and prognosis, including severe disease and death.
    METHODS: Italian patients with COVID-19.
    METHODS: the association between risk factors and severe disease and death as the main outcomes was assessed through epidemiological measures, including relative risk, odds ratio, and hazard ratio.
    RESULTS: advanced age, obesity, overweight, non-0 blood group, and male gender were the factors more associated with severe disease. Fatal outcome mostly correlated with old age, non-0 blood group, and obesity, together with cardiovascular diseases, diabetes, hypertension, cancer, chronic kidney disease, and acute kidney injury.
    CONCLUSIONS: clinical and epidemiological characteristics of the Italian population, integrated with omics data, could be highly valuable to stratify risk of worse prognosis among patients, and to address targeted prevention and treatment interventions.
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