Allogeneic hematopoietic cell transplantation is equally effective in secondary acute lymphoblastic leukemia (ALL) compared to de-novo ALL-a report from the EBMT registry.

Secondary acute lymphoblastic leukemia (s-ALL) comprises up to 10% of ALL patients. However, data regarding s-ALL outcomes is limited. To answer what is the role of allogeneic hematopoietic cell transplantation (HCT) in s-ALL, a matched-pair analysis in a 1:2 ratio was conducted to compare outcomes between s-ALL and de novo ALL (dn-ALL) patients reported between 2000-2021 to the European Society for Blood and Marrow Transplantation registry. Among 9720 ALL patients, 351 (3.6%) were s-ALL, of which 80 were in first complete remission (CR1) with a known precedent primary diagnosis 58.8% solid tumor (ST), 41.2% hematological diseases (HD). The estimated 2-year relapse incidence (RI) was 19.1% (95%CI: 11-28.9), leukemia-free survival (LFS) 52.1% (95%CI: 39.6-63.2), non-relapse mortality (NRM) 28.8% (95%CI: 18.4-40), GvHD-free, relapse-free survival (GRFS) 39.4% (95%CI: 27.8-50.7), and overall survival (OS) 60.8% (95%CI: 47.9-71.4), and did not differ between ST and HD patients. In a matched-pair analysis, there was no difference in RI, GRFS, NRM, LFS, or OS between s-ALL and dn-ALL except for a higher incidence of chronic GvHD (51.9% vs. 31.4%) in s-ALL. To conclude, patients with s-ALL who received HCT in CR1 have comparable outcomes to patients with dn-ALL.

Onychoscopy of non-infectious nail abnormalities in patients after allogeneic haematopoietic stem cell transplantation.

Nail abnormalities after allogeneic haematopoietic stem cell transplantation procedure (alloHSCT) are often reported. Usually, they are related to chronic graft-versus-host disease (cGvHD). So far, only clinical manifestations of selected nail abnormalities have been described, without the presentation of dermoscopic images. In this article, we present morphologic and dermoscopic manifestations of potential non-infectious nail abnormalities in patients after alloHSCT procedure based on reviewed literature and our own experience with dermoscopic iconography. In majority of studies published till now, nail changes are not connected to severity of other cGvHD symptoms; however, e.g. the presence of pterygium inversum unguis may be an indicator of lung dysfunction. As nail changes may be an early sign of cGvHD and always present in association with other manifestations, routine clinical assessment should include nails examination. Knowledge of possible presentation of nail involvement after alloHSCT may be valuable for treating physician.

What is the outcome in patients with acute leukaemia who survive severe acute graft-versus-host disease?

BACKGROUND: Acute graft-versus-host disease (aGVHD) is a major complication of allogeneic haematopoietic stem cell transplantation (HSCT). With new promising therapies, survival may improve for severe aGVHD. OBJECTIVES: We wanted to analyze the long-term outcome in patients who survive severe aGVHD. METHODS: This study was a landmark analysis of 23 567 patients with acute Leukaemia who survived for more than 6 months after HSCT, 2002-2014. Patients alive after severe aGVHD (n = 1738) were compared to controls. RESULTS: Patients with severe aGVHD had higher non-relapse mortality (NRM) and higher rate of extensive chronic GVHD (cGVHD) than the controls (P < 10-5 ). The probability of relapse was significantly lower in the severe aGVHD group, but Leukaemia-free survival (LFS) and overall survival were significantly lower than for the controls (P < 10-5 ). Five-year LFS in patients with severe aGVHD was 49%, as opposed to 61% in controls with no or mild GVHD and 59% in patients with moderate GVHD. CONCLUSIONS: HSCT patients who survive severe aGVHD have higher risk of developing extensive cGVHD, a higher NRM, a lower relapse probability, and lower LFS than other HSCT patients. This study is a platform for outcome analysis in patients treated with novel therapies for acute GVHD.

Blinatumomab vs historical standard therapy of adult relapsed/refractory acute lymphoblastic leukemia.

We compared outcomes from a single-arm study of blinatumomab in adult patients with B-precursor Ph-negative relapsed/refractory acute lymphoblastic leukemia (R/R ALL) with a historical data set from Europe and the United States. Estimates of complete remission (CR) and overall survival (OS) were weighted by the frequency distribution of prognostic factors in the blinatumomab trial. Outcomes were also compared between the trial and historical data using propensity score methods. The historical cohort included 694 patients with CR data and 1112 patients with OS data compared with 189 patients with CR and survival data in the blinatumomab trial. The weighted analysis revealed a CR rate of 24% (95% CI: 20-27%) and a median OS of 3.3 months (95% CI: 2.8-3.6) in the historical cohort compared with a CR/CRh rate of 43% (95% CI: 36-50%) and a median OS of 6.1 months (95% CI: 4.2-7.5) in the blinatumomab trial. Propensity score analysis estimated increased odds of CR/CRh (OR=2.68, 95% CI: 1.67-4.31) and improved OS (HR=0.536, 95% CI: 0.394-0.730) with blinatumomab. The analysis demonstrates the application of different study designs and statistical methods to compare novel therapies for R/R ALL with historical data.

Relapse of AML after hematopoietic stem cell transplantation: methods of monitoring and preventive strategies. A review from the ALWP of the EBMT.

Allogeneic hematopoietic stem cell transplantation (allo-SCT) remains the therapeutic method with the most potent anti-leukemic activity mediated by the graft versus leukemia effect. However, a significant proportion of patients with AML will relapse after allo-SCT. The prognosis for these patients is dismal, with a probability of long-term survival of <20%. Data from previous studies have shown that disease-specific prognostic factors, are in general, the same as those in patients treated with conventional chemotherapy. Minimal residual disease (MRD) and chimerism status monitoring after allo-SCT may be used as predictors of impending relapse and should be part of routine follow-up for AML patients. A significant number of studies have shown that pre-emptive administration of donor lymphocyte infusion (DLI) based on MRD and chimerism monitoring, as well as prophylactic DLI in AML patients at high risk of relapse is effective in preventing relapse. In this review, we discuss strategies for the identification of high-risk patients, review current therapeutic options and provide our recommendations for the management of post-SCT AML.

Impact of conditioning with TBI in adult patients with T-cell ALL who receive a myeloablative allogeneic stem cell transplantation: a report from the acute leukemia working party of EBMT.

Allogeneic hematopoietic stem cell transplantation (allo-SCT) is a therapeutic option for adult patients with T-cell ALL (T-ALL). Meanwhile, few allo-SCT data specific to adult T-ALL have been described thus far. Specifically, the optimal myeloablative conditioning regimen is unknown. In this retrospective study, 601 patients were included. Patients received allo-SCT in CR1, CR2, CR >2 or in advanced disease in 69%, 15%, 2% and 14% of cases, respectively. With an overall follow-up of 58 months, 523 patients received a TBI-based regimen, whereas 78 patients received a chemotherapy-based regimen including IV busulfan-cyclophosphamide (IV Bu-Cy) (n=46). Unlike patients aged ⩾35 years, patients aged <35 years who received a TBI-based regimen displayed an improved outcome compared with patients who received a chemotherapy-based regimen (5-year leukemia-free survival (LFS) of 50% for TBI versus 18% for chemo-only regimen or IV Bu-Cy regimens, P=10(-5) and 10(-4), respectively). In multivariate analysis, use of TBI was associated with an improved LFS (hazard ratio (HR)=0.55 (0.34-0.86), P=0.01) and overall survival (HR=0.54 (0.34-0.87), P=0.01) in patients aged <35 years. In conclusion, younger adult patients with T-ALL entitled to receive a myeloablative allo-SCT may benefit from TBI-based regimens.

Autologous stem cell transplantation for adult acute leukemia in 2015: time to rethink? Present status and future prospects.

The use of autologous stem cell transplantation (ASCT) as consolidation therapy for adult patients with acute leukemia has declined over time. However, multiple randomized studies in the past have reported lower relapse rates after autologous transplantation compared with chemotherapy and lower non-relapse mortality rates compared with allogeneic transplantation. In addition, quality of life of long-term survivors is better after autologous transplantation than after allogeneic transplantation. Further, recent developments may improve outcomes of autograft recipients. These include the use of IV busulfan and the busulfan+melphalan combination, better detection of minimal residual disease (MRD) with molecular biology techniques, the introduction of targeted therapies and post-transplant maintenance therapy. Therefore, ASCT may nowadays be reconsidered for consolidation in the following patients if and when they reach a MRD-negative status: good- and at least intermediate-1 risk acute myelocytic leukemia in first CR, acute promyelocytic leukemia in second CR, Ph-positive acute lymphocytic leukemia. Conversely, patients with MRD-positive status or high-risk leukemia should not be considered for consolidation with ASCT.

Conditioning intensity in middle-aged patients with AML in first CR: no advantage for myeloablative regimens irrespective of the risk group-an observational analysis by the Acute Leukemia Working Party of the EBMT.

In recipients of allogeneic hematopoietic stem cell transplantation with AML in CR1, reduced intensity (RIC) conditioning regimens are usually given to older patients and myeloablative regimens (MAC) to younger patients. We analyzed whether in middle-aged patients aged 40-60 years, MAC was superior to RIC in cytogenetically higher risk AML. Among 2974 patients, 1638 had MAC and 1336 RIC transplants. Cytogenetics were high risk in 508, intermediate risk in 2297 and low risk in 169. Overall survival (OS) was higher in patients with RIC with low-risk cytogenetics but not in the intermediate- or poor-risk AML. Relapse incidence was lower with MAC in poor- and intermediate-risk AML. Nonrelapse mortality (NRM) was higher in MAC in all cytogenetic risk groups. Multivariate analysis confirmed a significant leukemia-free survival and OS advantage for RIC in low risk but no advantage of MAC in intermediate- and poor-risk leukemia. In patients aged 40-60 years, MAC has no advantage over RIC. We confirm lower relapse but higher NRM risks with MAC. MAC is not superior in patients with higher risk cytogenetics, but is inferior to RIC in the small cohort of AML patients with low-risk cytogenetics.

Comparison of the cryoprotective solutions based on human albumin vs. autologous plasma: its effect on cell recovery, clonogenic potential of peripheral blood hematopoietic progenitor cells and engraftment after autologous transplantation.

BACKGROUND AND OBJECTIVES: Cryopreservation of peripheral blood hematopoietic progenitor/stem cells (PBPCs) requires the addition of cryoprotectant such as DMSO, often prediluted using human serum albumin solution (HSAS). The goal of our study was to verify whether the HSAS may be replaced by autologous plasma (AP) without negative impact on PBPCs quality and engraftment. AP usage is less expensive and allows performing cell preparation in a 'closed system', and hence to reduce the risk of product contamination. MATERIALS AND METHODS: Peripheral blood progenitor cells from 18 patients were divided into two aliquots (500 µl) placed in separate vials, each containing 7·5% DMSO prediluted with 5% HSAS or AP. Post-thaw cell recovery and clonogenic potential was evaluated. During clinical part of the study, the impact of both cryoprotective solution on hematopoietic engraftment was evaluated in two cohorts (n = 26) matched for diagnosis, age and the number of transplanted CD34+ cells. RESULTS: The median recovery of nucleated cells and the number of colony-forming units did not differ between tested cryoprotective mixtures. For AP mixture, neither total protein nor albumin concentration of plasma correlated with cell recovery and clonogenic potential of the PBPCs after cryopreservation. In clinical evaluation, the median time to leucocyte recovery and reconstitution of neutrophils was comparable in both groups: 10 days. We did not observe either significant difference with regard to the time of platelet recovery (median: 15 days for AP vs. 16 for HSAS; P = 0·79). CONCLUSIONS: HSA in cryoprotective mixture may be replaced by AP without negative impact on cell recovery, clonogenic potential or engraftment.

Use of G-CSF to hasten neutrophil recovery after auto-SCT for AML is not associated with increased relapse incidence: a report from the Acute Leukemia Working Party of the EBMT.

Application of G-CSF in AML is controversial as leukemic blasts may express receptors interacting with the cytokine, which may stimulate leukemia growth. We retrospectively analyzed the impact of G-CSF use to accelerate neutrophil recovery after auto-SCT on outcome. Adults with AML in first CR autografted between 1994 and 2010 were included. Nine hundred and seventy two patients were treated with G-CSF after auto-SCT whereas 1121 were not. BM and PB were used as a source of stem cells in 454 (22%) and 1639 (78%) cases, respectively. The incidence of relapse at 5 years in the BM-auto-SCT group was 38% for patients receiving post-transplant G-CSF and 43% for those not treated with G-CSF, P=0.46. In the PB-auto-SCT cohort, respective probabilities were 48% and 49%, P=0.49. No impact of the use of G-CSF could be demonstrated with respect to the probability of leukemia-free survival: in the BM-auto-SCT group, 51% for G-CSF(+) and 48% for G-CSF(-), P=0.73; in PB-auto-SCT group, 42% for G-CSF(+) and 43% for G-CSF(-), P=0.83. Although G-CSF administration significantly shortened the neutropenic phase, no beneficial effect was observed with regard to non-relapse mortality. In patients with AML, the use of G-CSF after auto-SCT is not associated with increased risk of relapse irrespective of the source of stem cells used.

Intermediate-dose Ara-C plus G-CSF for stem cell mobilization in patients with lymphoid malignancies, including predicted poor mobilizers.

The optimal protocol for mobilization of hematopoietic stem cells in patients with lymphoid malignancies has not been determined so far. We retrospectively analyzed the efficacy and safety of Ara-C at a dose of 1.6 g/m(2) compared with CY at a dose of 4.0 g/m(2), both combined with filgrastim. Seventy and forty-five patients, respectively, were included, among whom 60% were defined as 'predicted poor mobilizers'. The use of Ara-C was associated with significantly higher peak number of circulating CD34(+) cells compared with CY (P<0.0001). In the Ara-C group, 95% of patients with multiple myeloma (MM) collected at least 5 × 10(6) CD34(+) cells/kg required for tandem transplantation, and 97% of lymphoma patients collected at least 2 × 10(6) CD34(+) cells/kg, needed for a single autologous hematopoietic SCT (autoHSCT), which was achieved with a single leukapheresis in 91% of cases. Results for the CY group were significantly inferior (P<0.0001). No patient mobilized with Ara-C experienced febrile neutropenia, whereas 35% required platelet transfusions. Among patients who proceeded to autoHSCT, the time of both neutrophil and platelet recovery was significantly shorter for those mobilized with Ara-C than CY. We conclude that intermediate-dose Ara-C+filgrastim is a very effective and relatively safe mobilization protocol for patients with lymphoid malignancies.

Allogeneic matched-sibling hematopoietic cell transplantation for AML: comparable outcomes between Eastern Mediterranean (EMBMT) and European (EBMT) centers.

Allogeneic hematopoietic cell transplantation (HCT) activity significantly increased in the Eastern Mediterranean area over the past decade. However, comparative outcomes with longer established centers, especially European Blood and Marrow Transplantation (EBMT) centers, have not been reported. We compared outcomes of matched-sibling allogeneic HCT between East Mediterranean Blood and Marrow Transplantation (EMBMT) and EBMT centers for adult patients with AML in first CR using myeloablative conditioning. We matched 431 patients from EMBMT with 431 patients from EBMT centers according to patient, disease and transplant characteristics. EMBMT recipients and donors were more likely to be CMV seropositive. There were no significant differences in the incidence of acute or chronic GVHD, or the 3-year cumulative incidence of non-relapse mortality (NRM) and relapse incidence (RI) between the two groups (NRM: EMBMT=16% vs EBMT=11), (RI: EMBMT=13% vs EBMT=19%). Notably, the 3-year leukemia-free survival (LFS) and OS were similar between the groups (LFS: EMBMT=70±2% vs EBMT=69±3%), (OS: EMBMT=74±2% vs EBMT=73±2%). Despite differences in socioeconomics, health resources and transplant experience, matched-sibling allogeneic HCT outcomes in emerging centers in the EMBMT region appear similar to EBMT centers.

Impact of different dimethyl sulphoxide concentrations on cell recovery, viability and clonogenic potential of cryopreserved peripheral blood hematopoietic stem and progenitor cells.

BACKGROUND AND OBJECTIVES: The procedure of autologous hematopoietic stem/progenitor cell transplantation requires cryopreservation. Addition of DMSO is necessary to secure the viability of such cells, but this solvent is potentially toxic to stem cells' recipient. 10% DMSO solution is used by the majority of transplant centres. The aim of our study was to test if DMSO concentration might be reduced without negative impact on cell recovery and clonogenicity. MATERIALS AND METHODS: Samples were prospectively collected from 20 patients. Small volumes of leukapheresis products were frozen with different cryoprotective mixtures, containing 10%, 7·5%, 5% and 2·5% DMSO, respectively. The quality of cryoprotective mixtures was evaluated based on recovery, viability and clonogenic potential of hematopoietic stem cells after defreezing. RESULTS: Reduction in DMSO concentration to 7·5% or lower was associated with decreased recovery of nucleated cells. In contrast, the number of colonies was highest for 7·5% DMSO with significant differences when compared to 10% DMSO solution. CONCLUSION: Reduction in DMSO concentration from 10% to 7·5% may have favourable impact on hematopoietic recovery after autologous transplantation. The findings require confirmation in a clinical setting.

The impact of center experience on results of reduced intensity: allogeneic hematopoietic SCT for AML. An analysis from the Acute Leukemia Working Party of the EBMT.

Allogeneic hematopoietic SCT with reduced-intensity conditioning (RIC-HSCT) is increasingly adopted for the treatment of older adults with AML. Our goal was to verify for the first time, if center experience influences outcome of RIC-HSCT. Results of 1413 transplantations from HLA-matched related or unrelated donors for adult patients with AML in first CR were analyzed according to the level of center activity. Transplants were performed in 203 European centers between 2001 and 2007. The 2-year probability of leukemia-free survival (LFS) after RIC-HSCT performed in centers with the lowest activity (< or =15 procedures/7 years) was 43±3% compared with 55±2% in the remainder (P<0.001). The incidence of non-relapse mortality (NRM) was 24±3% and 15±1% (P=0.004), whilst relapse rate was 33±3% and 31±1% (P=0.33), respectively. In a multivariate model, adjusted for other prognostic factors, low RIC-HSCT activity was associated with decreased chance of LFS (hazard ratio (HR)=0.64; P<0.001) and increased risk of NRM (HR=1.47, P=0.04) and relapse (HR=1.41, P=0.01). Center experience is a very important predictor of outcome and should be considered in future analyses evaluating the results of RIC-HSCT. The reasons why centers with low RIC-HSCT activity have worse outcomes should be further investigated.

Retrospective evaluation of health event data recording on 50 dairies using Dairy Comp 305.

The purpose of this study was to characterize health data recording in herds using Dairy Comp 305 (Valley Agricultural Software, Tulare, CA), focused on the most common diseases of dairy cattle: mastitis, uterine infection (metritis), and diseases causing lameness. Herds using Dairy Comp 305 were chosen for the study because it was the most commonly used program in the United States (35% of operations using computer records/60% of cows on operations using computer records), the authors were familiar with the program, and there was convenient access to herds using the program. Specific objectives were to (1) determine the percentage of herds recording mastitis, metritis, and diseases causing lameness and the number of user-defined events used to record those diseases, (2) identify the information recorded in the remarks about the event used for each disease, and (3) evaluate the consistency of health event remarks recorded. A convenience sample of 50 Dairy Comp 305 compressed cow files was obtained directly from dairies that the authors had contact with or files obtained from industry consultants. The 50 herds included in the study were from 9 different states: California (n=3), Colorado (n=2), Iowa (n=2), Idaho (n=8), Minnesota (n=2), New Mexico (n=9), Oregon (n=2), Texas (n=2), Utah (n=1), and Washington (n=19). The average number of milking cows of the herds was 3,053 (median=2,217), ranging from 310 to 12,490 cows. The majority of dairies in this study were recording health events associated with mastitis, metritis, and diseases causing lameness. However, as reported previously, most health records observed in the current study lacked the accuracy and consistency needed to be useful for evaluating and informing herd-level health management decisions. This situation likely reflects the intended use of those records by farm personnel and the user-defined nature of health records in the absence of accepted industry standards or recommendations for health data-recording practices.

Allogeneic hematopoietic SCT in patients with AML following treosulfan/fludarabine conditioning.

An alternative reduced-toxicity conditioning regimen for allogeneic transplantation, based on treosulfan and fludarabine, has recently been identified. The safety and efficacy of this new conditioning regimen has been investigated prospectively in patients with AML. A total number of 75 patients with AML in CR were treated with 3 × 14 g/m(2) treosulfan and 5 × 30 mg/m(2) fludarabine, followed by matched sibling or unrelated SCT. Patients were evaluated for engraftment, adverse events, GVHD, and for non-relapse mortality, relapse incidence, overall and disease-free survival (DFS). All patients showed primary engraftment of neutrophils after a median of 20 days. Non-hematological adverse events grade III-IV in severity included mainly infections (59%) and gastrointestinal symptoms (7%). Acute GVHD grade II-IV occurred in 21% and extensive chronic GVHD occurred in 16% of the patients. After a median follow-up of 715 days, the 2-year overall and DFS estimates were 61% and 55%, respectively. The 2-year incidences of relapse and non-relapse mortality reached 34% and 11%, respectively. In summary, our data confirm promising safety and efficacy of the treosulfan-based conditioning therapy in AML patients, ClinicalTrials.gov Identifier: NCT01063660.

KIR/HLA gene combinations influence susceptibility to B-cell chronic lymphocytic leukemia and the clinical course of disease.

The aim of this study was to analyze the association between gene polymorphisms of killer-cell immunoglobulin-like receptors (KIRs) and their human leukocyte antigen (HLA) ligands and susceptibility to B-cell chronic lymphocytic leukemia (B-CLL) and the clinical course of disease. The distribution of individual KIR genes in 197 B-CLL patients and 200 controls was similar, except for a tendency for lower frequencies of the KIR2DS3 and KIR2DL5 genes among B-CLL patients (26.9% vs 35.5%, P = 0.06, 46.2% vs 55.5%, P = 0.06). The associations between KIR2DS3 and B-CLL reached statistical significance in women (P = 0.05). Moreover, we found a trend toward a lower frequency of genotypes with the presence of five or six activating KIR genes in B-CLL patients compared to controls (20.8% vs 29.0%, P = 0.06), and a significantly higher frequency of individuals possessing genotypes with a prevalence of inhibitory over activating KIR genes (ratio < 0.71) among B-CLL patients (P = 0.04). The HLA-Bw4 specificity was significantly reduced among B-CLL patients (48.7% vs 63.0%, P = 0.005), which resulted from a decreased frequency of HLA-Bw4(Thr80) (21.6% vs 32.0%, P = 0.02). Moreover, among HLA-Bw4-positive individuals, progression-free survival (PFS) tended to be higher in the presence of KIR3DS1 (77% ± 9% vs 39% ± 13%, P = 0.07). However, in B-CLL patients, the presence of HLA-C2 was associated with decreased PFS (49% ± 9% vs 75% ± 7%, P = 0.02), and among HLA-C2-positive patients, the probability of PFS was significantly reduced in the absence of KIR2DS1 (34% ± 11% vs 77% ± 7%, P = 0.007). Our results indicate that the pattern of inhibitory/activating KIR genes, together with their HLA ligands, is associated with susceptibility to B-CLL and affects the clinical course of this disease.

[Shape analysis of retroperitoneal tumors in childhood in magnetic resonance imaging]. / Formanalyse in der Magnetresonanztomografie - Landmarken und Objektdifferenzierung bei retroperitonealen Tumoren im Kindesalter.

2D-shape analysis of biological objects is described first in 2007 with MRI-data (magnetic resonance imaging) of renal tumours of infancy. For shape analysis the evaluation of landmarks is necessary (n >2). In this study 24 landmarks are selected. Every object is described by these landmarks. The shape is the standardised and centred object. The procedure is applied on transversal as well as on frontal images. The results for frontal and transversal images are compared. Tumours of different origin, topography and size can be analysed. The differentiation of relevant landmarks is important for statistical and medical reason. In this study, evaluation of landmarks and their possibility for tumour differentiation is demonstrated.

Forecasting financial asset processes: stochastic dynamics via learning neural networks.

Models for financial asset dynamics usually take into account their inherent unpredictable nature by including a suitable stochastic component into their process. Unknown (forward) values of financial assets (at a given time in the future) are usually estimated as expectations of the stochastic asset under a suitable risk-neutral measure. This estimation requires the stochastic model to be calibrated to some history of sufficient length in the past. Apart from inherent limitations, due to the stochastic nature of the process, the predictive power is also limited by the simplifying assumptions of the common calibration methods, such as maximum likelihood estimation and regression methods, performed often without weights on the historic time series, or with static weights only. Here we propose a novel method of "intelligent" calibration, using learning neural networks in order to dynamically adapt the parameters of the stochastic model. Hence we have a stochastic process with time dependent parameters, the dynamics of the parameters being themselves learned continuously by a neural network. The back propagation in training the previous weights is limited to a certain memory length (in the examples we consider 10 previous business days), which is similar to the maximal time lag of autoregressive processes. We demonstrate the learning efficiency of the new algorithm by tracking the next-day forecasts for the EURTRY and EUR-HUF exchange rates each.