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Purpose: To explore the structural-functional loss relationship from optic-nerve-head- and macula-centred spectral-domain (SD) Optical Coherence Tomography (OCT) images in the full spectrum of glaucoma patients using deep-learning methods., Methods: A cohort comprising 5238 unique eyes classified as suspects or diagnosed with glaucoma was considered. All patients underwent ophthalmologic examination consisting of standard automated perimetry (SAP), macular OCT, and peri-papillary OCT on the same day. Deep learning models were trained to estimate G-pattern visual field (VF) mean deviation (MD) and cluster MD using retinal thickness maps from seven layers: retinal nerve fiber layer (RNFL), ganglion cell layer and inner plexiform layer (GCL + IPL), inner nuclear layer and outer plexiform layer (INL + OPL), outer nuclear layer (ONL), photoreceptors and retinal pigmented epithelium (PR + RPE), choriocapillaris and choroidal stroma (CC + CS), total retinal thickness (RT)., Results: The best performance on MD prediction is achieved by RNFL, GCL + IPL and RT layers, with R2 scores of 0.37, 0.33, and 0.31, respectively. Combining macular and peri-papillary scans outperforms single modality prediction, achieving an R2 value of 0.48. Cluster MD predictions show promising results, notably in central clusters, reaching an R2 of 0.56., Conclusions: The combination of multiple modalities, such as optic-nerve-head circular B-scans and retinal thickness maps from macular SD-OCT images, improves the performance of MD and cluster MD prediction. Our proposed model demonstrates the highest level of accuracy in predicting MD in the early-to-mid stages of glaucoma., Translational Relevance: Objective measures recorded with SD-OCT can optimize the number of visual field tests and improve individualized glaucoma care by adjusting VF testing frequency based on deep-learning estimates of functional damage.

Aim: To adopt a novel artificial intelligence (AI) optical coherence tomography (OCT)-based program to identify the presence of biomarkers associated with central serous chorioretinopathy (CSC) and whether these can differentiate between acute and chronic central serous chorioretinopathy (aCSC and cCSC)., Methods: Multicenter, observational study with a retrospective design enrolling treatment-naïve patients with aCSC and cCSC. The diagnosis of aCSC and cCSC was established with multimodal imaging and for the current study subsequent follow-up visits were also considered. Baseline OCTs were analyzed by an AI-based platform (Discovery® OCT Fluid and Biomarker Detector, RetinAI AG, Switzerland). This software allows to detect several different biomarkers in each single OCT scan, including subretinal fluid (SRF), intraretinal fluid (IRF), hyperreflective foci (HF) and flat irregular pigment epithelium detachment (FIPED). The presence of SRF was considered as a necessary inclusion criterion for performing biomarker analysis and OCT slabs without SRF presence were excluded from the analysis., Results: Overall, 160 eyes of 144 patients with CSC were enrolled, out of which 100 (62.5%) eyes were diagnosed with cCSC and 60 eyes (34.5%) with aCSC. In the OCT slabs showing presence of SRF the presence of biomarkers was found to be clinically relevant (> 50%) for HF and FIPED in aCSC and cCSC. HF had an average percentage of 81% (± 20) in the cCSC group and 81% (± 15) in the aCSC group (p = 0.4295) and FIPED had a mean percentage of 88% (± 18) in cCSC vs. 89% (± 15) in the aCSC (p = 0.3197)., Conclusion: We demonstrate that HF and FIPED are OCT biomarkers positively associated with CSC when present at baseline. While both HF and FIPED biomarkers could aid in CSC diagnosis, they could not distinguish between aCSC and cCSC at the first visit. AI-assisted biomarker detection shows promise for reducing invasive imaging needs, but further validation through longitudinal studies is needed., (© 2024. The Author(s).)

Purpose: To identify optical coherence tomography (OCT) features to predict the course of central serous chorioretinopathy (CSC) with an artificial intelligence-based program., Methods: Multicenter, observational study with a retrospective design. Treatment-naïve patients with acute CSC and chronic CSC were enrolled. Baseline OCTs were examined by an artificial intelligence-developed platform (Discovery OCT Fluid and Biomarker Detector, RetinAI AG, Switzerland). Through this platform, automated retinal layer thicknesses and volumes, including intaretinal and subretinal fluid, and pigment epithelium detachment were measured. Baseline OCT features were compared between acute CSC and chronic CSC patients., Results: One hundred and sixty eyes of 144 patients with CSC were enrolled, of which 100 had chronic CSC and 60 acute CSC. Retinal layer analysis of baseline OCT scans showed that the inner nuclear layer, the outer nuclear layer, and the photoreceptor-retinal pigmented epithelium complex were significantly thicker at baseline in eyes with acute CSC in comparison with those with chronic CSC ( P < 0.001). Similarly, choriocapillaris and choroidal stroma and retinal thickness (RT) were thicker in acute CSC than chronic CSC eyes ( P = 0.001). Volume analysis revealed average greater subretinal fluid volumes in the acute CSC group in comparison with chronic CSC ( P = 0.041)., Conclusion: Optical coherence tomography features may be helpful to predict the clinical course of CSC. The baseline presence of an increased thickness in the outer retinal layers, choriocapillaris and choroidal stroma, and subretinal fluid volume seems to be associated with acute course of the disease.

Treatment of individuals with severe hemophilia A by plasma-derived or recombinant factor VIII leads to the production of anti-factor VIII antibodies in approximately 30% of such patients. Because some of these antibodies inactivate factor VIII, they are considered a major factor in preventing optimal therapeutic treatment. Factor VIII is a cofactor that must bind to factors IX and X and phospholipids in order for normal blood coagulation to occur. The inhibition of factor VIII activity is due to binding by anti- factor VIII antibodies in the patient plasma to the same sites required for factors IX and X and phospholipid binding. Previously, inhibitor epitopes were localized to the A2, A3, and C2 domains and to a region of acidic amino acids between the A1 and A2 domains. Inhibitor binding to these domains prevented factor VIII binding to factor IXa (A2, A3), factor Xa (C2), and phospholipids (C2), and binding to the acidic region interfered with factor X binding. Antibody binding to a minor C2 domain epitope slowed activated factor VIII release from von Willebrand factor (vWF) and interfered with factor Xa binding to factor VIII.

Most plasmas from patients with inhibitors contain antibodies that are reactive with the C2 domain of factor VIII. Previously, we have shown that the variable heavy chain (V(H)) regions of antibodies to the C2 domain are encoded by the closely related germline gene segments DP-10, DP-14, and DP-88, which all belong to the V(H)1 gene family. Here, we report on the isolation and characterization of additional anti-C2 antibodies that are derived from V(H) gene segments DP-88 and DP-5. Competition experiments using murine monoclonal antibodies CLB-CAg 117 and ESH4 demonstrated that antibodies derived from DP-5 and DP-88 bound to different sites within the C2 domain. Epitope mapping studies using a series of factor VIII/factor V hybrids revealed that residues 2223 to 2332 of factor VIII are required for binding of the DP-10-, DP-14-, and DP-88-encoded antibodies. In contrast, binding of the DP-5-encoded antibodies required residues in both the amino- and carboxy-terminus of the C2 domain. Inspection of the reactivity of the antibodies with a series of human/porcine hybrids yielded similar data. Binding of antibodies derived from germline gene segments DP-10, DP-14, and DP-88 was unaffected by replacement of residues 2181 to 2243 of human factor VIII for the porcine sequence, whereas binding of the DP-5-encoded antibodies was abrogated by this replacement. Together these data indicate that antibodies assembled from V(H) gene segments DP-5 and the closely related germline gene segments DP-10, DP-14, and DP-88 target 2 distinct antigenic sites in the C2 domain of factor VIII.

A factor VIII-deficient knockout mouse was used as a model for severe hemophilia A to characterize the immune response to recombinant human factor VIII (fVIII) and to study new approaches for induction of immune tolerance to fVIII. Mice initially received periodic injections of fVIII in doses similar to those used for the treatment of human hemophilia A. To induce immune tolerance, a hamster monoclonal antibody specific for murine CD40 ligand (CD40L or CD154) was injected with fVIII. Control mice received fVIII alone or fVIII and hamster immunoglobulin G. After treatment, humoral and cellular immune responses were evaluated. Ninety-five percent of anti-CD40L-treated mice had lower titers of anti-fVIII antibody (less than 1 microg/mL) compared with fVIII-injected control mice (mean, 18 microg/mL). To determine whether anti-CD40L treatment induces long-term immune tolerance, mice were rechallenged 3 times with fVIII alone. At 150 days after treatment, 12 of 22 anti-CD40L-treated mice remained tolerant to fVIII (anti-fVIII antibody titers less than 1 microg/mL). However, tolerant mice immunized with tetanus toxoid (TT) developed high anti-TT antibody, demonstrating that tolerance is fVIII specific. T cells from tolerant mice showed impaired proliferative responses after stimulation with fVIII in vitro and lack of production of the cytokines interleukin-2 (IL-2), IL-4, interferon gamma, and IL-10. These results demonstrate that long-term immune tolerance to fVIII was effectively induced after early blockade of CD40-CD40L interaction. In addition, the lack of tolerance in this model was associated with the expression of a Th2 phenotype.

The treatment of hemophilia A patients has improved in this decade by production of recombinant factor VIII (FVIII) in mammalian cells, which has significantly reduced contamination by infectious agents. A remaining serious problem in 25-30% of patients with severe hemophilia A is the appearance of antibodies that inactivate FVIII. The present therapy for this condition is frequent treatment with high doses of FVIII to induce tolerance, which is defined as a negative Bethesda assay. Serial plasma samples from 50 evaluable patients in a large study of 72 previously untreated patients were tested to determine whether tolerized patients have actually lost all their anti-FVIII by using a 10 fold more sensitive immunoprecipitation (IP) method of measuring all anti-FVIII antibodies. Six of the 22 patients with inhibitors were given tolerance therapy, and 3 of them were only partially tolerized as determined by IP assay. Seven patients with 1-11 BU/mL lost their inhibitor spontaneously, while 5 non-inhibitor patients with low level immune responses similarly became antibody negative. In a smaller study, a tolerized patient with 0 BU/mL had remaining non-inhibitory antibody levels high enough to reduce the FVIII half-life significantly. Plasmas from 2 patients who were not tolerized, were tested by the IP assay for the A2 and/or C2 domain specificity of the anti-FVIII over time. The antibodies detected were directed against both the heavy and light chains of FVIII, and they increased and decreased at the same rate before and during tolerance therapy.

We report the development of a FVIII inhibitor in a patient with severe, cross reacting material reduced (CRM(R)) haemophilia A. The level of Factor VIII antigen (FVIII:Ag) measured by ELISA using anti-C2 monoclonal and alloantibodies was 1.9 U/dl. This baseline FVIII:Ag level was increased to 8.3 U/dl after administration of DDAVP. The anti-FVIII inhibitor titer was 2.9 Bethesda U/ml. DNA analysis showed a large deletion of the FVIII gene from exon 4 to 7, corresponding to amino acid residues 111-317 included within the A1 domain. The size of the gene deletion was approximately 28 kb. 5' and 3' breakpoints were identified by sequencing in intron 3 and intron 7, respectively. FVIII mRNA was detected in the patient's peripheral lymphocytes and the deletion spanning exon 4 to 7 was confirmed at the RNA level. Immunoprecipitation experiments using 125I labeled A1, A2 and light chain demonstrated that the inhibitor reacted only with the 54 kDa A1 domain. The inhibitor activity was more than 95% neutralized by A1 domain polypeptide. Our findings suggest a close relationship between the inhibitor epitope and the specific gene deletion with regard to the pathogenesis of the inhibitor in this patient.

We have analyzed the properties of anti-factor VIII (FVIII) immunoglobulin (Ig) G recovered by affinity chromatography on FVIII-Sepharose from the IgG fraction of the plasma of healthy individuals and nonresponder patients with hemophilia A. Affinity-purified anti-FVIII antibodies were found to neutralize FVIII activity and to bind to FVIII with an affinity similar to that of anti-FVIII IgG that had been affinity-purified from the plasma of inhibitor-positive hemophilia patients and of patients with anti-FVIII autoimmune disease. The antibodies also exhibited patterns of reactivity with thrombin-digested FVIII similar to those of FVIII inhibitors and preferentially recognized epitopes located in the light chain of FVIII. These observations suggest that FVIII inhibitors occurring in hemophilia A and in patients with anti-FVIII autoimmune disease originate from the expansion of preexisting natural anti-FVIII clones that exhibit FVIII-neutralizing properties.

Factor VIII (fVIII) circulates as a heavy chain/light chain (A1-A2-B/ap-A3-C1-C2) heterodimer. The 41-residue light chain activation peptide, ap, is cleaved from fVIII during proteolytic activation by thrombin or factor Xa. We constructed 7 active recombinant hybrid B-domainless human/porcine fVIII molecules that contained combinations of porcine sequence replacements within the A2, ap-A3, and C2 domains. The cross-reactivity of 23 high-titer inhibitory antibodies between human fVIII and the hybrids was inversely related to the degree of porcine substitution. In all plasmas, the substitution of all 3 regions yielded cross-reactivities that were not significantly different from those of porcine fVIII. To differentiate between inhibitor binding to the ap region and the A3 domain, we constructed 2 additional hybrids that contained porcine A2 and C2 domain substitutions and either porcine A3 or porcine ap substitutions. The porcine ap segment was less antigenic than the human ap segment in several plasmas that had activity against the ap-A3 region. This indicates that some inhibitor plasmas contain antibodies directed against the fVIII ap segment in addition to A2, A3, and C2 domain epitopes identified in previous studies. Substitution of porcine sequences within the A2, A3, C2, and ap regions of human fVIII is necessary and sufficient to achieve a maximal reduction in antigenicity relative to porcine fVIII with respect to most inhibitory antibody plasmas. (Blood. 2000;95:564-568)

Blood coagulation factor VIII functions in the intrinsic pathway of blood coagulation as a cofactor by enhancing the assembly of its complex with factors IX and X on the surface of activated platelets. This requires factor VIII interaction with these two proteins, von Willebrand factor (vWF), and phospholipids on the platelet surface. Once factor VIII and factor IX are activated by proteolytic cleavage, the complex is able to activate factor X to factor Xa by proteolysis. In hemophilia A patients with severe factor VIII deficiency, about 30% respond to factor VIII infusion therapy immunologically to produce antibodies that inactivate the infused factor VIII and others that are noninhibitory. An assay that measures only the inhibitor antibodies demonstrated that the factor VIII A2, A3, and C2 domains are the most immunogenic, and domains A1 and B are poorly immunogenic or not immunogenic. The specific antibody responses to A2, A3, and C2 vary considerably among individuals, and epitopes for inhibitor antibodies have been determined for all three. The anti-C2 inhibitors prevent factor VIII binding to phospholipids and vWF, and anti-A3 inhibitors prevent binding to factor IX (IXa). An inhibitor binding site for factor X has been localized to the A1 domain acidic region, leading to inhibition of factor VIII/factor X binding by antibodies. This inhibitor mechanism is rare. Because a second binding site for factor IX was localized to the factor VIII A2 domain, it is likely but not proven that prevention of factor IX binding to factor VIII is the inhibitor mechanism for this epitope.

Factor VIII (FVIII) inhibitor alloantibodies react with combinations of the A2, C2 and A3-C1 domains of the FVIII molecule. Some inhibitors block binding of FVIII to both von Willebrand factor (VWF) and phospholipid, and recognize a C2 domain epitope which overlaps both binding sites. In order to determine the essential binding regions for alloantibodies inhibitory for FVIII activity, we have performed inhibitor neutralization assays and competitive inhibition assays using 10 overlapping synthetic peptides spanning the carboxy-terminal region of the C2 domain (residues 2288-2332). We found one peptide (2315-2330, L9) which neutralized the anti-FVIII activity of four out of five different C2 alloantibodies by 50%, 39%, 47% and 57%, respectively. Neutralization of these alloantibodies by recombinant C2 domain (residues 2173-2332) was 68%, 50%, 59%, 86% and >95%, respectively. The inhibitor which was not neutralized by L9 peptide and reacted by immunoblotting with peptide 2218-2307, did not prevent binding of FVIII to VWF and only partially inhibited binding of FVIII to phosphatidylserine. Mutants of the L9 peptide were prepared in which each residue from 2315-2330 was sequentially substituted by glycine. Inhibitor neutralization experiments using these peptides demonstrated that Arg2320 and Cys2326 or Glu2327 are important for the effect of L9 peptide, since their substitution by glycine reduced its neutralizing effect by 60% to >90%, suggesting that they are crucial for formation of the one of the C2 inhibitor epitopes.

Two unrelated patients with the same Arg2150His mutation in the factor VIII (FVIII) C1 domain, a residual FVIII activity of 0.09 IU/mL, and inhibitor titres of 300 and 6 Bethesda Units, respectively, were studied. Further analysis of patient LE, with the highest inhibitor titer, showed that (1) plasma or polyclonal IgG antibodies prepared from LE plasma inhibited the activity of allogeneic (wild-type) but not of self FVIII; (2) the presence of von Willebrand factor (vWF) increased by over 10-fold the inhibitory activity on wild-type FVIII; (3) the kinetics of FVIII inhibition followed a type II pattern, but in contrast to previously described type II inhibitors, LE IgG was potentiated by the presence of vWF instead of being in competition with it; (4) polyclonal LE IgG recognized the FVIII light chain in enzyme-linked immunosorbent assay and the recombinant A3-C1 domains in an immunoprecipitation assay, indicating that at least part of LE antibodies reacted with the FVIII domain encompassing the mutation site; and (5) LE IgG inhibited FVIII activity by decreasing the rate of FVIIIa release from vWF, but LE IgG recognized an epitope distinct from ESH8, a murine monoclonal antibody exhibiting the same property. We conclude that the present inhibitors are unique in that they clearly distinguish wild-type from self, mutated FVIII. The inhibition of wild-type FVIII by LE antibody is enhanced by vWF and is associated with an antibody-dependent reduced rate of FVIIIa release from vWF.

The human blood coagulation factor VIII C2 domain (Ser2173-Tyr2332) contains an epitope recognized by most polyclonal inhibitory anti-factor VIII alloantibodies and autoantibodies. We took advantage of the differential reactivity of inhibitory antibodies with human and porcine factor VIII and mapped a major determinant of the C2 epitope by using a series of active recombinant hybrid human/porcine factor VIII molecules. A series of five C2-specific human antibodies and a murine anti-factor VIII monoclonal antibody, NMC-VIII/5, inhibited a hybrid containing a substitution of porcine sequence for Glu2181-Val2243 significantly less than human factor VIII. In contrast, four of the five patient antibodies and NMC-VIII/5 inhibited a hybrid containing a substitution of porcine sequence for Thr2253-Tyr2332 equally well as human factor VIII. Thus, a major factor VIII inhibitor epitope determinant is bounded by Glu2181-Val2243 at the NH2-terminal end of the C2 domain. Because C2 inhibitors block the binding of factor VIII to phospholipid and von Willebrand factor, for which binding sites have been localized to Thr2303-Tyr2332, these results imply that the segment bounded by Glu2181-Val2243 also is involved in these macromolecular interactions.

The development of inhibitory antibodies to factor VIII (fVIII) in severe haemophilia A patients is a serious therapeutic complication. Using a highly sensitive immunoprecipitation (IP) assay which measures all anti-fVIII antibodies, we have tested severe haemophilic plasmas from two clinical studies. Inhibitor titres in the range of 0.4 to 1 Bethesda units/ml (BU/ml) could not be verified by IP as being due to an immune response to fVIII in 35% of plasmas tested. Low fVIII recoveries were likewise correlated with the presence of antibodies in 29% of plasmas tested. However, 16% of plasmas without inhibitor titres had immune responses as measured by IP. The rapidity of antibody appearance did not allow their effective detection by IP before development of inhibitor titres. These results suggest that the IP assay can provide a valuable confirmation of anti-fVIII antibody production when the Bethesda assay is low or negative and where clinical observations suggest their presence, but they cannot be used reliably to detect early immune responses.

Factor VIII (fVIII) functions as a cofactor of factor IXa in the intrinsic pathway of blood coagulation. Its absence or abnormality causes the bleeding disorder hemophilia A. About 23% of hemophiliacs who receive therapeutic fVIII infusions develop antibodies that inhibit its activity. We previously showed by inhibitor neutralization assays that the fVIII A2 and C2 domain polypeptides contain common inhibitor epitopes. Often hemophilic inhibitor plasmas were partially neutralized by C2 and more completely neutralized by fVIII light chain (A3-C1-C2), suggesting the presence of an additional major inhibitor epitope(s) within the A3-C1 domains. In immunoprecipitation assays, 17 of 18 inhibitor IgGs bound to recombinant 35S-A3-C1. Amino acids 1811-1818 of the A3 domain comprise a binding site for factors IX and IXa. Three inhibitor IgGs prevented binding of factor IXa to fVIII light chain, and the binding of each IgG to light chain was competed by A3 peptide 1804-1819. The generation of factor Xa by the fVIIIa/fIXa complex in a chromogenic assay was prevented by these inhibitors. Therefore, we propose that another important mechanism of fVIII inactivation by human inhibitors is the prevention of fVIIIa/fIXa association.