Tumor Necrosis Factor Ligand Superfamily Member 13

肿瘤坏死因子配体超家族成员 13
  • 文章类型: Journal Article
    BLyS和APRIL具有与体内B细胞结合的能力,允许这些细胞逃避消除,当他们应该被自然去除。虽然BLyS主要在B细胞发育和成熟中起作用,APRIL与B细胞活化和抗体分泌有关。因此,理论上,抑制BLyS或APRIL可以减少导致SLE的异常B细胞的数量并降低患者的疾病活动。Telitacicept通过结合和中和BLyS和APRIL的活性而发挥作用,从而阻碍浆细胞和完全发育的B细胞的成熟和存活。telitacicept的设计是独特的;它不是单克隆抗体,而是通过重组DNA技术产生的TACI-Fc融合蛋白。这种融合涉及合并TACI蛋白的基因片段,可以同时瞄准BLys/APRIL,与人IgG蛋白的Fc基因片段。TACI-Fc融合蛋白表现出两种蛋白的组合特征。目前用于自身免疫性疾病的治疗,telitacicept正在全球范围内进行临床研究,以评估其在管理各种自身免疫疾病中的功效。这项审查合并了有关机械行动的信息,给药方案,药代动力学,功效,和双靶向生物制剂telitacicept的安全性。它整合了在RA和SLE治疗中的先前实验和药代动力学分析的结果,努力提供远程医疗的研究进展的全面概述。
    BLyS and APRIL have the capability to bind to B cells within the body, allowing these cells to evade elimination when they should naturally be removed. While BLyS primarily plays a role in B cell development and maturation, APRIL is linked to B cell activation and the secretion of antibodies. Thus, in theory, inhibiting BLyS or APRIL could diminish the population of aberrant B cells that contribute to SLE and reduce disease activity in patients. Telitacicept functions by binding to and neutralizing the activities of both BLyS and APRIL, thus hindering the maturation and survival of plasma cells and fully developed B cells. The design of telitacicept is distinctive; it is not a monoclonal antibody but a TACI-Fc fusion protein generated through recombinant DNA technology. This fusion involves merging gene segments of the TACI protein, which can target BLyS/APRIL simultaneously, with the Fc gene segment of the human IgG protein. The TACI-Fc fusion protein exhibits the combined characteristics of both proteins. Currently utilized for autoimmune disease treatment, telitacicept is undergoing clinical investigations globally to assess its efficacy in managing various autoimmune conditions. This review consolidates information on the mechanistic actions, dosing regimens, pharmacokinetics, efficacy, and safety profile of telitacicept-a dual-targeted biological agent. It integrates findings from prior experiments and pharmacokinetic analyses in the treatment of RA and SLE, striving to offer a comprehensive overview of telitacicept\'s research advancements.
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  • 文章类型: Journal Article
    在特发性膜性肾病(iMN)患者中观察到高血清水平的B细胞活化因子(BAFF)和增殖诱导配体(APRIL);然而,它们与疾病严重程度和进展的关系尚不清楚.
    通过肾活检诊断为iMN的患者纳入本研究。使用ELISA试剂盒测定BAFF和APRIL的浓度。蛋白尿缓解,包括完全缓解(CR)和部分缓解(PR),肾功能恶化定义为临床事件.采用Cox比例风险法分析细胞因子水平与疾病进展的关系。
    本研究纳入了70例iMN患者,中位随访时间为24个月(6-72个月)。iMN患者的血清BAFF和APRIL水平高于健康对照组,但低于微小病变(MCD)患者。血清BAFF水平与血清APRIL水平呈正相关,血清抗磷脂酶A2受体(抗PLA2R)抗体水平,24h蛋白尿,与血清白蛋白(ALB)水平呈负相关。然而,血清APRIL水平与临床参数之间没有显着相关性。根据性别调整后的多变量Cox比例风险回归模型,年龄,收缩压(SBP),估计肾小球滤过率(eGFR),使用免疫抑制剂,24小时蛋白尿,4月级别,和抗PLA2R抗体,只有血清BAFF水平被确定为PR的独立预测因子(HR,0.613;95%CI,0.405-0.927;p=0.021)和蛋白尿的CR(HR,0.362;95%CI,0.202-0.648;p<0.001)。
    高血清BAFF水平与iMN患者的严重临床表现和不良疾病进展相关。
    UNASSIGNED: High serum levels of B-cell activation factor (BAFF) and a proliferation-inducing ligand (APRIL) have been observed in patients with idiopathic membranous nephropathy (iMN); however, their relationships with disease severity and progression remain unclear.
    UNASSIGNED: Patients with iMN diagnosed via renal biopsy were enrolled in this study. The concentrations of BAFF and APRIL were determined using ELISA kits. Proteinuria remission, including complete remission (CR) and partial remission (PR), and renal function deterioration were defined as clinical events. The Cox proportional hazards method was used to analyze the relationship between cytokine levels and disease progression.
    UNASSIGNED: Seventy iMN patients were enrolled in this study, with a median follow-up time of 24 months (range 6-72 months). The serum levels of BAFF and APRIL were higher in iMN patients than in healthy controls but lower than those in minimal change disease (MCD) patients. The serum BAFF level was positively correlated with the serum APRIL level, serum anti-phospholipase A2 receptor (anti-PLA2R) antibody level, and 24-h proteinuria and negatively correlated with the serum albumin (ALB) level. However, no significant correlation was observed between the serum APRIL level and clinical parameters. According to the multivariate Cox proportional hazards regression model adjusted for sex, age, systolic blood pressure (SBP), estimated glomerular filtration rate (eGFR), immunosuppressive agent use, 24-h proteinuria, APRIL level, and anti-PLA2R antibody, only the serum BAFF level was identified as an independent predictor of PR (HR, 0.613; 95% CI, 0.405-0.927; p = 0.021) and CR of proteinuria (HR, 0.362; 95% CI, 0.202-0.648; p < 0.001).
    UNASSIGNED: A high serum BAFF level is associated with severe clinical manifestations and poor disease progression in patients with iMN.
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  • 文章类型: Journal Article
    心力衰竭仍然是全球公共卫生的威胁,心脏纤维化是心力衰竭发展和进展过程中的关键事件。据报道,M2巨噬细胞可能通过旁分泌信号影响内皮细胞(ECs)和成纤维细胞的增殖和功能,参与心肌纤维化。在这项研究中,分析了M0/1和M2巨噬细胞之间差异表达的旁分泌因子,在M2巨噬细胞中TNFSF13的表达最显著。M2(CM)共培养至ECs和心肌成纤维细胞(CFbs)的培养基(CM)显著促进ECs和CFbs的细胞增殖,分别,和升高的α-平滑肌肌动蛋白(α-SMA),胶原蛋白I,和波形蛋白水平在两个细胞系;此外,M2巨噬细胞中的TNFSF13敲低部分消除了M2CM诱导的EC和CFb变化。最后,NF-κB和Akt信号通路参与了TNFSF13介导的M2CM对ECs和CFb的作用。总之,TNFSF13,在M2巨噬细胞中上调的旁分泌因子,可以介导M2CM对EC和CFb增殖和纤维化改变的促进作用。
    Heart failure remains a global threaten to public health, cardiac fibrosis being a crucial event during the development and progression of heart failure. Reportedly, M2 macrophages might affect endothelial cell (ECs) and fibroblast proliferation and functions through paracrine signaling, participating in myocardial fibrosis. In this study, differentially expressed paracrine factors between M0/1 and M2 macrophages were analyzed and the expression of TNFSF13 was most significant in M2 macrophages. Culture medium (CM) of M2 (M2 CM) coculture to ECs and cardiac fibroblasts (CFbs) significantly promoted the cell proliferation of ECs and CFbs, respectively, and elevated α-smooth muscle actin (α-SMA), collagen I, and vimentin levels within both cell lines; moreover, M2 CM-induced changes in ECs and CFbs were partially abolished by TNFSF13 knockdown in M2 macrophages. Lastly, the NF-κB and Akt signaling pathways were proved to participate in TNFSF13-mediated M2 CM effects on ECs and CFbs. In conclusion, TNFSF13, a paracrine factor upregulated in M2 macrophages, could mediate the promotive effects of M2 CM on EC and CFb proliferation and fibrogenic alterations.
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  • 文章类型: Journal Article
    IgA肾病(IgAN)是全球最常见的原发性肾小球肾炎。增殖诱导配体(APRIL)被确定为IgA1(Gd-IgA1)糖基化缺陷的重要原因,可以\'触发\'IgAN。我们先前的研究表明,IgAN患者外周血单个核细胞中的高迁移组蛋白B2(HMGB2)与疾病的严重程度有关。但潜在的机制仍不清楚。
    通过免疫荧光鉴定HMGB2的位置。使用qRT-PCR和Western印迹来测量HMGB2、HMGA1和APRIL表达。采用酶联免疫吸附试验(ELISA)检测Gd-IgA1水平。此外,我们用DNA下拉法,蛋白质分析,和转录因子预测软件来鉴定与APRIL基因启动子区结合的蛋白质。RNA干扰和免疫共沉淀(Co-IP)用于验证HMGB2和高迁移率族AT-hook蛋白1(HMGA1)之间的关系,和4月。
    HMGB2在IgAN患者中的表达高于HCs,并且与B细胞中的APRIL表达呈正相关。DNA下拉和蛋白质谱分析显示HMGB2和HMGA1与APRIL基因的启动子区结合。HMGA1、APRIL、HMGB2敲除后Gd-IgA1下调。Co-IP表明HMGB2与HMGA1结合。HMGA1敲低后,上清液中的Gd-IgA1浓度降低。在APRIL基因的启动子区中预测HMGA1结合位点。
    HMGB2在IgAN患者中的表达高于健康对照;它通过与HMGA1相互作用促进APRIL表达,从而诱导Gd-IgA1过表达并导致IgAN。
    UNASSIGNED: IgA nephropathy (IgAN) is the most common primary glomerulonephritis worldwide. Proliferation-inducing ligand (APRIL) was identified as an important cause of glycosylation deficiency of IgA1 (Gd-IgA1), which can \'trigger\' IgAN. Our previous study indicated that high migration group protein B2 (HMGB2) in peripheral blood mononuclear cells from patients with IgAN was associated with disease severity, but the underlying mechanism remains unclear.
    UNASSIGNED: The location of HMGB2 was identified by immunofluorescence. qRT-PCR and Western blotting were used to measure HMGB2, HMGA1, and APRIL expression. Gd-IgA1 levels were detected by enzyme-linked immunosorbent assay (ELISA). In addition, we used DNA pull-down, protein profiling, and transcription factor prediction software to identify proteins bound to the promoter region of the APRIL gene. RNA interference and coimmunoprecipitation (Co-IP) were used to verify the relationships among HMGB2, high mobility group AT-hook protein 1 (HMGA1), and APRIL.
    UNASSIGNED: HMGB2 expression was greater in IgAN patients than in HCs and was positively associated with APRIL expression in B cells. DNA pull-down and protein profiling revealed that HMGB2 and HMGA1 bound to the promoter region of the APRIL gene. The expression levels of HMGA1, APRIL, and Gd-IgA1 were downregulated after HMGB2 knockdown. Co-IP indicated that HMGB2 binds to HMGA1. The Gd-IgA1 concentration in the supernatant was reduced after HMGA1 knockdown. HMGA1 binding sites were predicted in the promoter region of the APRIL gene.
    UNASSIGNED: HMGB2 expression is greater in IgAN patients than in healthy controls; it promotes APRIL expression by interacting with HMGA1, thereby inducing Gd-IgA1 overexpression and leading to IgAN.
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  • 文章类型: Journal Article
    肠道感染与婴儿死亡率密切相关,肠道免疫球蛋白A(IgA)对婴儿断奶后肠道感染具有重要的保护作用。本研究旨在筛选能够促进断奶后肠道IgA产生的益生菌,并进一步探讨其潜在的作用机制。在这项研究中,在断奶小鼠模型中筛选促进肠道IgA产生的益生菌。结果表明,口服两歧双歧杆菌(B.双歧杆菌)FL228.1和双歧杆菌(B.bifidum)FL276.1显着提高了小肠中的IgA水平,并上调了增殖诱导配体(APRIL)及其上游调节因子toll样受体4(TLR4)的表达。此外,双歧杆菌FL228.1上调了乳酸菌的相对丰度,而双歧杆菌FL276.1增加了Marvinbryantia的相对丰度,减少了Mucispirillum,进一步升高肠道IgA水平。总之,双歧杆菌FL228.1和双歧杆菌FL276.1可以通过促进肠道APRIL表达和介导肠道菌群变化来诱导断奶小鼠肠道IgA的产生,从而在增强婴儿局部肠道免疫力方面发挥显著作用。
    Intestinal infections are strongly associated with infant mortality, and intestinal immunoglobulin A (IgA) is important to protect infants from intestinal infections after weaning. This study aims to screen probiotics that can promote the production of intestinal IgA after weaning and further explore their potential mechanisms of action. In this study, probiotics promoting intestinal IgA production were screened in weanling mouse models. The results showed that oral administration of Bifidobacterium bifidum (B. bifidum) FL228.1 and Bifidobacterium bifidum (B. bifidum) FL276.1 significantly enhanced IgA levels in the small intestine and upregulated the expression of a proliferation-inducing ligand (APRIL) and its upstream regulatory factor toll-like receptor 4 (TLR4). Furthermore, B. bifidum FL228.1 upregulated the relative abundance of Lactobacillus, while B. bifidum FL276.1 increased the relative abundance of Marvinbryantia and decreased Mucispirillum, further elevating intestinal IgA levels. In summary, B. bifidum FL228.1 and B. bifidum FL276.1 can induce IgA production in the intestinal tract of weanling mice by promoting intestinal APRIL expression and mediating changes in the gut microbiota, thus playing a significant role in enhancing local intestinal immunity in infants.
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  • 文章类型: Journal Article
    疾病复发和治疗诱导的免疫毒性对血液肿瘤患者提出了重大的临床挑战。这里,我们揭示了中和TNF受体配体APRIL和BAFF的独特需求及其在MM和DLBCL中的受体活性,影响MM细胞中的蛋白质翻译和生产,并调节ATM相互作用器(ATMIN/ACSIZ)的翻译效率。治疗学上,我们研究了BCMA诱饵受体(sBCMA-Fc)作为APRIL和BAFF抑制剂的用途。虽然野生型sBCMA-Fc有效阻断MM中的APRIL信号传导,由于其弱的BAFF结合,其在DLBCL中缺乏活性。为了扩大sBCMA-Fc的治疗效用,我们设计了一种亲和力增强的突变体sBCMA-Fc融合分子(sBCMA-FcV3),其与APRIL和BAFF的结合能力更强4倍和500倍,分别。突变体sBCMA-FcV3克隆显著增强了对MM和DLBCL的抗肿瘤活性。重要的是,我们还在非人灵长类动物研究中证明了足够的毒性特征和靶向作用机制.
    Disease relapse and treatment-induced immunotoxicity pose significant clinical challenges for patients with hematological cancers. Here, we reveal distinctive requirements for neutralizing TNF receptor ligands APRIL and BAFF and their receptor activity in MM and DLBCL, impacting protein translation and production in MM cells and modulating the translation efficiency of the ATM interactor (ATMIN/ACSIZ). Therapeutically, we investigated the use of BCMA decoy receptor (sBCMA-Fc) as an inhibitor of APRIL and BAFF. While wild-type sBCMA-Fc effectively blocked APRIL signaling in MM, it lacked activity in DLBCL due to its weak BAFF binding. To expand the therapeutic utility of sBCMA-Fc, we engineered an affinity-enhanced mutant sBCMA-Fc fusion molecule (sBCMA-Fc V3) 4- and 500-fold stronger in binding to APRIL and BAFF, respectively. The mutant sBCMA-Fc V3 clone significantly enhanced antitumor activity against both MM and DLBCL. Importantly, we also demonstrated an adequate toxicity profile and on-target mechanism of action in nonhuman primate studies.
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  • 文章类型: Journal Article
    背景:玻璃体视网膜淋巴瘤(VRL)的早期诊断对于成功治疗这种罕见的眼内恶性肿瘤至关重要。然而,在出现中度或后部非感染性葡萄膜炎的患者中,快速可靠地诊断VRL仍然是一个挑战.增殖诱导配体(APRIL)和B细胞活化因子(BAFF)是病理生理学中的重要因子。诊断,原发性中枢神经系统淋巴瘤(PCNSL)和系统性自身免疫性疾病的预后。然而,它们作为VRL和葡萄膜炎诊断的生物标志物的效用尚不清楚.
    方法:在这项回顾性研究中,我们分析了40例患者的43只眼房水(AH)中的APRIL和BAFF水平,包括20例VRL患者的23只眼,八个葡萄膜炎患者的八只眼睛,和12例其他眼部疾病(OOD)患者的12只眼。此外,我们测量了5例VRL患者的5只眼睛在化疗诱导后的水平.
    结果:APRIL的AH水平可靠地将VRL与葡萄膜炎区分开,特异性为78.3%,敏感性为75%。BAFF也显示出类似的潜力。化疗期间VRL患者的连续AH分析表明,APRIL和BAFF的AH水平相应下降。
    结论:本研究扩展了VRL和葡萄膜炎的有价值的诊断生物标志物的范围。葡萄膜炎患者,AHAPRIL的评估可能有助于加速VRL的诊断.此外,我们的结果强调了APRIL和BAFF在VRL治疗监测中的重要作用.
    BACKGROUND: Early diagnosis of vitreoretinal lymphoma (VRL) is critical for the successful treatment of this rare intraocular malignancy. However, fast and reliable diagnosis of VRL in patients presenting with intermediate or posterior non-infectious uveitis remains a challenge. A proliferation-inducing ligand (APRIL) and B-cell activating factor (BAFF) are vital factors in the pathophysiology, diagnosis, and prognosis of primary central nervous system lymphoma (PCNSL) and systemic autoimmune diseases. However, their utility as biomarkers for the diagnosis of VRL and uveitis remains unclear.
    METHODS: In this retrospective study, we analyzed APRIL and BAFF levels in the aqueous humor (AH) of 43 eyes of 40 patients, including 23 eyes of 20 patients with VRL, eight eyes of eight patients with uveitis, and 12 eyes of 12 patients with other ocular diseases (OODs). Additionally, we measured their levels after induction of chemotherapy in five eyes of five patients with VRL.
    RESULTS: AH levels of APRIL reliably distinguished VRL from uveitis, with a specificity of 78.3% and sensitivity of 75%. BAFF also showed similar potential. Serial AH analysis of patients with VRL during chemotherapy demonstrated a corresponding decline in AH levels of APRIL and BAFF.
    CONCLUSIONS: This study extends the spectrum of valuable diagnostic biomarkers for VRL and uveitis. In patients with uveitis, the assessment of AH APRIL may help accelerate the diagnosis of VRL. Moreover, our results underline the important role of APRIL and BAFF in therapeutic monitoring of VRL.
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  • 文章类型: Journal Article
    骨髓微环境(BMM)中细胞因子(例如APRIL和BAFF)的过度分泌在复发性或难治性多发性骨髓瘤(MM)的形成中起着至关重要的作用。阻断过量细胞因子与其受体的结合正成为MM治疗的有希望的方法。这里,我们提出了一种改造细胞膜基纳米囊泡(NVs)的策略,以重建B细胞成熟抗原(BCMA),APRIL和BAFF的受体,捕获BMM中过量的APRIL/BAFF作为诱饵蛋白。我们的结果表明,在NV膜上表达的重建BCMA(Re-BCMA-NVs)保留了与BMM中可溶性和表面结合的APRIL/BAFF结合的能力。因此,Re-BCMA-NVs阻断NF-κB通路的激活,下调抗凋亡基因和细胞周期相关基因的表达,并因此抑制MM细胞存活。重要的是,当在体外和体内与硼替佐米(BTZ)一起施用时,Re-BCMA-NVs显示出协同抗MM作用。我们针对癌症微环境中多种细胞因子的NV提供了一种解决方案,以增强MM细胞对基于BTZ的治疗的敏感性。重要声明:据报道,过量APRIL和BAFF促进MM细胞的存活并促进对硼替佐米治疗的抗性的形成。在这项研究中,我们对细胞膜衍生的重组BCMA纳米囊泡(Re-BCMA-NVs)进行生物工程改造,以捕获可溶性和细胞表面的APRIL和BAFF。这些NVs抑制NF-κB通路的激活,从而抑制MM细胞在2D中的存活,3D和皮下小鼠肿瘤模型。重要的是,Re-BCMA-NVs在体外和体内与硼替佐米一起施用时显示出协同抗MM作用。一起来看,我们靶向癌症微环境中多种细胞因子的NV为提高MM细胞对硼替佐米治疗的敏感性提供了解决方案.
    Excessive secretion of cytokines (such as APRIL and BAFF) in the bone marrow microenvironment (BMM) plays an essential role in the formation of relapsed or refractory multiple myeloma (MM). Blocking the binding of excessive cytokines to their receptors is becoming a promising approach for MM therapy. Here, we proposed a strategy of engineering cell membrane-based nanovesicles (NVs) to reconstruct B cell maturation antigen (BCMA), a receptor of APRIL and BAFF, to capture excess APRIL/BAFF in BMM as a bait protein. Our results showed that reconstructed BCMA expressed on the membrane of NVs (Re-BCMA-NVs) retained the ability of binding to soluble and surface-bound APRIL/BAFF in BMM. Consequently, Re-BCMA-NVs blocked the activation of the NF-κB pathway, downregulating the expression of anti-apoptosis genes and cell cycle-related genes, and hence inhibiting MM cell survival. Importantly, Re-BCMA-NVs showed a synergistic anti-MM effect when administrated together with bortezomib (BTZ) in vitro and in vivo. Our NVs targeting multiple cytokines in cancer microenvironment provides a solution to enhance sensitivity of MM cells to BTZ-based therapy. STATEMENT OF SIGNIFICANCE: Excessive APRIL and BAFF is reported to promote the survival of MM cell and facilitate the formation of resistance to bortezomib therapy. In this study, we bioengineered cell membrane derived reconstructed BCMA nanovesicles (Re-BCMA-NVs) to capture both soluble and cell-surface APRIL and BAFF. These NVs inhibited the activation of NF-κB pathway and thus inhibit the survival of MM cells in 2D, 3D and subcutaneous mouse tumor models. Importantly, Re-BCMA-NVs showed a synergistic anti-MM effect when administrated together with bortezomib in vitro and in vivo. Taken together, our NVs targeting multiple cytokines in cancer microenvironment provides a solution to enhance sensitivity of MM cells to bortezomib-based therapy.
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  • 文章类型: Journal Article
    Gut microbes play an important role in the development of host B cells. It has been controversial whether GALT is the development site of B cells in pigs. By investigating the relationship between gut microbes and the development of B cells in the GALT of piglets, we found, to our knowledge for the first time, that early B cells exist in the gut lamina propria (LP) in pigs at different ages. We further used Lactobacillus rhamnosus GG (LGG) to treat piglets. The results showed that LGG promotes the development of the early B lineage, affects the composition of the Ig CDR3 repertoires of B cells, and promotes the production of IgA in the intestinal LP. Additionally, we found that the p40 protein derived from LGG can activate the EGFR/AKT and NF-κB signaling pathways, inducing porcine intestinal epithelial cells (IPEC-J2) to secrete a proliferation-inducing ligand (APRIL), which promotes IgA production in B cells. Finally, we identified ARF4 and DIF3 as candidates for p40 receptors on IPEC-J2 by GST pull-down, liquid chromatography-mass spectrometry/mass spectrometry analysis, and coimmunoprecipitation. In conclusion, LGG could promote early B cell differentiation and development in the intestinal LP in piglets and might contribute to promoting IgA production via secretion of p40, which interacts with the membrane receptors on IPEC-J2 and induces them to secrete APRIL. Our study will provide insight to aid in better utilization of probiotics to increase human health.
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  • 文章类型: Journal Article
    Carotid artery lumen diameter (CALD) and carotid artery intima-media thickness (CIMT) are essential factors for estimating the risk of many cardiovascular diseases. The automatic measurement of them in ultrasound (US) images is an efficient assisting diagnostic procedure. Despite the advances, existing methods still suffer the issue of low measuring accuracy and poor prediction stability, mainly due to the following disadvantages: (1) ignore anatomical prior and prone to give anatomically inaccurate estimation; (2) require carefully designed post-processing, which may introduce more estimation errors; (3) rely on massive pixel-wise annotations during training; (4) can not estimate the uncertainty of the predictions. In this study, we propose the Anatomical Prior-guided ReInforcement Learning model (APRIL), which innovatively formulate the measurement of CALD & CIMT as an RL problem and dynamically incorporate anatomical prior (AP) into the system through a novel reward. With the guidance of AP, the designed keypoints in APRIL can avoid various anatomy impossible mis-locations, and accurately measure the CALD & CIMT based on their corresponding locations. Moreover, this formulation significantly reduces human annotation effort by only using several keypoints and can help to eliminate the extra post-processing steps. Further, we introduce an uncertainty module for measuring the prediction variance, which can guide us to adaptively rectify the estimation of those frames with considerable uncertainty. Experiments on a challenging carotid US dataset show that APRIL can achieve MAE (in pixel/mm) of 3.02±2.23 / 0.18±0.13 for CALD, and 0.96±0.70 / 0.06±0.04 for CIMT, which significantly surpass popular approaches that use more annotations.
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