Feasibility and safety of exercise training and nutritional support prior to haematopoietic stem cell transplantation in patients with haematologic malignancies.

BACKGROUND: Prehabilitation with regular exercise and nutritional care for patients undergoing surgeries for malignant disease was recently introduced to increase physiologic reserve prior to the procedure, accelerate recovery and improve outcomes. This study aimed to investigate the feasibility and safety of combined exercise training and nutritional support in patients with haematologic malignancies prior to haematopoietic stem cell transplantation (HSCT). METHODS: In this single-arm pilot study, 34 HSCT candidates were enrolled at least two weeks before admission for the procedure. Patients performed aerobic exercises at least 4 days per week for 20-30 min and strength exercises 3 days per week for 10-20 min. They received daily supplements of whey protein (0.3-0.4 g/kg body weight) and oral nutritional supplements if needed. The primary endpoints were feasibility (acceptability > 75%, attrition < 20%, adherence > 66%) and safety. The secondary endpoints were fat-free mass (FFM), muscle strength, physical performance and health-related quality of life (HRQoL) at HSCT. RESULTS: The rate of acceptability, attrition and adherence to aerobic exercise, strength exercise and protein supplement consumption was 82.4, 17.8, 71, 78 and 80%, respectively. No severe adverse events were reported. Twenty-eight patients participated in the study for a median of 6.0 weeks (range, 2-14). They performed aerobic exercises 4.5 days per week for 132 min per week and strength exercises 3.0 times per week. Patients consumed 20.7 g of extra protein daily. At the end of the programme, we recorded increases of 1.1 kg in FFM (p = 0.011), 50 m in walking distance in the 6-min walking test (6MWT) (p < 0.001), 3.3 repetitions in the 30-s chair-stand test (30sCST) score (p < 0.001) and 2.6 kg in handgrip strength (p = 0.006). The EORTC QLQ-C30 scores improved by 8.6 (p < 0.006) for global health status, 8.3 (p = 0.009) for emotional functioning, and 12.1 (p = 0.014) for social functioning. There was less fatigue, nausea and insomnia (p < 0.05). CONCLUSIONS: Our study shows that a multimodal intervention programme with partially supervised exercise training combined with nutritional support prior to HSCT is feasible and safe. Patients showed improvements in FFM, physical performance and HRQoL. Additional research is needed to assess the possible positive effects of such interventions.

Effects of Repetitive Transendocardial CD34+ Cell Transplantation in Patients With Nonischemic Dilated Cardiomyopathy.

RATIONALE: Preclinical data in heart failure models suggest that repetitive stem cell therapy may be superior to single-dose cell administration. OBJECTIVE: We investigated whether repetitive administration of CD34+ cells is superior to single-dose administration in patients with nonischemic dilated cardiomyopathy. METHODS AND RESULTS: Of 66 patients with dilated cardiomyopathy, New York Heart Association functional class III, and left ventricular ejection fraction (LVEF) <40% enrolled in the study, 60 were randomly allocated to repetitive cell therapy (group A, n=30) or single-cell therapy (group B, n=30). Patients received G-CSF (granulocyte colony-stimulating factor) for 5 days, and 80 million CD34+ cells were collected by apheresis and injected transendocardially. In group A, cell therapy was repeated at 6 months. All patients were followed for 1 year, and the primary end point was the difference in change in LVEF between the groups. At baseline, the groups did not differ in age, sex, LVEF, NT-proBNP (N-terminal pro-B-type natriuretic peptide), or 6-minute walk test distance. When directly comparing groups A and B at 1 year, there was no significant difference in change in LVEF (from 32.2±9.3% to 41.2±6.5% in group A and from 30.0±7.0% to 37.9±5.3% in group B, P=0.40). From baseline to 6 months, both groups improved in LVEF (+6.9±3.3% in group A, P=0.001 and +7.1±3.5% in group B, P=0.001), NT-proBNP (-578±211 pg/mL, P=0.02 and -633±305 pg/mL, P=0.01), and 6-minute walk test (+87±21 m, P=0.03 and +92±25 m, P=0.02). In contrast, we observed no significant changes between 6 months and 1 year (LVEF: +2.1±2.3% in group A, P=0.19 and +0.8±3.1% in group B, P=0.56; NT-proBNP: -215±125 pg/mL, P=0.26 and -33±205 pg/mL, P=0.77; 6-minute walk test: +27±11 m, P=0.2 and +12±18 m, P=0.42). CONCLUSIONS: In patients with dilated cardiomyopathy, repetitive CD34+ cell administration does not seem to be associated with superior improvements in LVEF, NT-proBNP, or 6-minute walk test when compared with single-dose cell therapy. CLINICAL TRIAL REGISTRATION: URL: http://www.clinicaltrials.gov. Unique identifier: NCT02248532.

CD56 Expression Is an Important Prognostic Factor in Multiple Myeloma Even with Bortezomib Induction.

OBJECTIVES: In this retrospective study, we evaluated the impact of CD56, CD117, and CD28 expression on clinical characteristics and survival in newly diagnosed myeloma patients treated with bortezomib-based induction therapy. METHODS: We analyzed 110 myeloma patients. Immunophenotype was determined using panels consisting of CD19/CD38/CD45/CD56/CD138 and CD20, CD28, and CD117 were used additionally. All samples were tested for recurrent chromosomal aberrations. RESULTS: CD56, CD117, and CD28 expression rates were 71, 6, and 68%, respectively. The lack of CD56 expression was associated with light chain myeloma. The lack of CD117 expression was associated with elevated creatinine levels (p = 0.037). We discovered the correlation between CD 28 expression and female gender. The median progression-free survival (PFS) for patients with revised International Staging System stage 2 disease with CD56 expression or the lack of CD56 expression was 20.5 vs. 13.8 months (p = 0.03). In patients undergoing autologous hematopoietic stem cell transplantation (aHSCT), we found no difference in PFS and overall survival regarding the CD56 expression. We found no impact of CD117 and CD28 expression on PFS in patients regarding aHSCT. CONCLUSIONS: Induction treatment incorporating bortezomib diminishes the negative impact of the lack of CD117 expression and aberrancy of CD28 but does not overcome the negative impact of the lack of CD56 expression.

Electroanatomic Properties of the Myocardium Predict Response to CD34+ Cell Therapy in Patients With Ischemic and Nonischemic Heart Failure.

BACKGROUND: We investigated a correlation between electromechanical properties of the myocardium and response to CD34+ cell therapy in patients with chronic heart failure. METHODS AND RESULTS: We enrolled 40 patients with ischemic cardiomyopathy (ICM) and 40 with nonischemic dilated cardiomyopathy (DCM). All patients were in New York Heart Association functional class III and had a left ventricular ejection fraction (LVEF) <40%. CD34+ cells were mobilized by granulocyte colony-stimulating factor and collected via apheresis. Electroanatomic mapping was performed to define areas of myocardial scar and hibernation, and CD34+ cells were injected transendocardially in the hibernating areas. Patient were followed for 6 months; responders were defined as patients with LVEF increase of >5%. At baseline, the groups did not differ in sex, LVEF, creatinine, N-terminal pro-B-type natriuretic peptide or electroanatomic parameters (scar area: 53 ± 18% in ICM vs 55 ± 23% in DCM [P = .83]; hibernating area: 23 ± 13% vs 22 ± 12% [P = .56]). At 6 months we found similar rates of responders in both groups (60% in ICM vs 65% in DCM [P = .95]). When compared with nonresponders, responders had less myocardial scar (47 ± 17% vs 58 ± 15% [P = .003]). CONCLUSIONS: In patients with chronic heart failure due to ICM and DCM we observed similar electroanatomic properties of the myocardium. In both groups, lower myocardial scar burden was associated with better clinical response to CD34+ cell therapy.

CpG-ODN Stimulation in Population Screening Monoclonal B-Cell Lymphocytosis.

BACKGROUND: Synthetic CpG-oligodeoxynucleotides (CpG-ODN) induce proliferation in normal and malignant lymphocytes B (LyB). This effect is widely exploited in CLL conventional chromosome banding analysis (CBA), which has become reliable only after the cultivation of CLL LyB using CpG-ODN stimulation in combination with IL-2. Monoclonal B-cell lymphocytosis (MBL) differs from CLL mainly in clone size. Only cytogenetic data on recurrent chromosomal aberrations analyzed by fluorescence in situ hybridization (FISH) are available for population screening MBL (sMBL). In sMBL the clone of malignant LyB is typically below 10/µL. We compared CpGODN stimulation in healthy donors and in individuals with sMBL. METHODS: LyB and MBL LyB count were determined by flow cytometry in 15 samples from healthy subjects and 12 MBL cases. Mitotic indices were determined and CBA was done after cultivation of samples by CpG-ODN + IL2. In MBL samples, FISH analysis was performed on isolated LyB. RESULTS: MBL LyB clones in sMBL cases presented less than 1% of WBC and up to 33% of LyB. The MBL group was therefore compared to the group of healthy donors. Although normal and MBL group did not differ in WBC, overall LyB, and normal LyB count, a significantly higher mitotic index was observed in MBL samples (p = 0.0139). We were able to accomplish CBA in all samples which revealed a normal karyotype in all but one case. In this particular sMBL case FISH performed on isolated LyB showed 5% trisomy 12 which was later confirmed by CBA on CpG stimulated blood sample in 15% of metaphases. CONCLUSIONS: Our study, which was done on MBL cases obtained by population screening, confirmed that CpGODN preferentially induced proliferation in MBL LyB over normal LyB. Therefore, CBA can also be successfully accomplished in sMBL and can be used to additionally confirm clonality as well as to improve sensitivity of FISH analysis. Due to coexistence of comparable size of normal and malignant LyB, MBL can serve as a model for exvivo studying of LyB stimulation by CpG-ODN.

Exceptions in patterns of arsenic compounds in urine of acute promyelocytic leukaemia patients treated with As2O3.

Arsenic trioxide (As(III) in solution) has been shown to be the most active single agent in combating acute promyelocytic leukemia (APL). It is metabolized and excreted via urine as monomethylarsonic acid (MMA), dimethylarsinic acid (DMA) and As(V), along with excess As(III). In our study eight APL patients were treated (intravenously) with 0.15 mg As2O3/kg/day. During the therapy As(III) and its metabolites were followed in pre- and post-infusion urine using HPLC for separation followed by on-line detection using hydride generation-atomic fluorescence spectrometry. Five patients had a normal excretion pattern of residual arsenic compounds in morning pre-infusion urine, with 15-25% of As(III), 35-55% of DMA, 25-30% of MMA and 1-5% of As(V), while three patients showed unexpected exceptions from typical excretion patterns of arsenic compounds (i) a high DMA/MMA ratio (factor 5.3), (ii) severe As(III) oxidation (10.2% As(III) converted to As(V)) or (iii) the presence of an excessive amount of As(III) (average 30.4% of total arsenic). Intriguing was the occurrence of post-infusion oxidation of As(III) to As(V) observed in almost all patients and being especially high (>40%) in patient with increased residual As(V). Results indicate that arsenic metabolites patterns can be unpredictable. Observed high levels of un-metabolised As(III) are a warning signal for side effects and for routine determination of arsenic metabolites during first days of treatment. High or low percentages of MMA or DMA did not show any observable effect on treatment results, while clear presence of post-infusion As(V) supports theoretical claims of in vivo oxidation (detoxification) of As(III) to As(V) associated with various metabolic processes.

Mobilization with cyclophosphamide reduces the number of lymphocyte subpopulations in the leukapheresis product and delays their reconstitution after autologous hematopoietic stem cell transplantation in patients with multiple myeloma.

BACKGROUND: Autologous hematopoietic stem cell transplantation is considered the standard of care for younger patients with multiple myeloma. Several mobilization regimens are currently used, most commonly growth factors alone or in combination with chemotherapy. The aim of our study was to investigate the differences in lymphocyte subpopulation counts between three different mobilization regimens on collection day, in the leukapheresis product and on day 15 after autologous hematopoietic stem cell transplantation. PATIENTS AND METHODS: In total 48 patients were prospectively enrolled in three different mobilization regimens; (i) filgrastim (20), (ii) pegfilgrastim (19) and (iii) cyclophosphamide + filgrastim (9). Lymphocytes, CD16+/56+ natural killer and CD4+/CD25high T regulatory cells were determined by flow cytometry. RESULTS: We found a statistically significant difference between the mobilization regimens. Cyclophosphamide reduced lymphocyte and natural killer (NK) cell counts on collection day (lymphocytes 1.08 × 109/L; NK cells 0.07 × 109/L) compared to filgrastim (lymphocytes 3.08 × 109/L; NK cells 0.52 × 109/L) and pegfilgrastim (lymphocytes 3 × 109/L; NK cells 0.42 × 109/L). As a consequence lymphocyte and NK cell counts were also lower in the leukapheresis products following cyclophosphamide mobilization regimen (lymphocytes 50.1 × 109/L; NK cells 4.18 × 109/L) compared to filgrastim (lymphocytes 112 × 109/L; NK cells 17.5 × 109/L) and pegfilgrastim (lymphocytes 112 × 109/L; NK cells 14.3 × 109/L). In all mobilization regimens T regulatory cells increased 2-fold on collection day, regarding the base line value before mobilization. There was no difference in T regulatory cell counts between the regimens. CONCLUSIONS: Mobilization with cyclophophamide reduces the number of mobilized and collected lymphocytes and NK cells as compared to mobilization with growth factors only and results in their delayed reconstitution following autologous hematopoietic stem cell transplantation. We found no difference between filgrastim and pegfilgrastim mobilization.

Intracoronary transplantation of CD34(+) cells is associated with improved myocardial perfusion in patients with nonischemic dilated cardiomyopathy.

BACKGROUND: We investigated the effects of intracoronary transplantation of CD34(+) cells on myocardial perfusion in patients with nonischemic dilated cardiomyopathy (DCM). METHODS AND RESULTS: We enrolled 21 patients with DCM (left ventricular ejection fraction [LVEF] <40%, New York Heart Association functional class III) who underwent peripheral stem cell mobilization with granulocyte-colony stimulating factor (G-CSF). CD34(+) cells were collected by means of apheresis. Patients underwent myocardial perfusion imaging, and CD34(+) cells were injected in the coronary artery supplying viable segments with reduced myocardial perfusion and regional dysfunction. Myocardial perfusion imaging was repeated 6 months later. Clinical response to stem cell therapy was predefined as a change in LVEF >5%. The majority of patients were men (81%) with an overall mean age 53 ± 9 years, LVEF 25 ± 5%, and 6-minute walking distance 354 ± 71 m. Myocardial perfusion defects at rest were observed in 86% of patients and were more common in the left anterior descending territory (50%). At 6 months' follow-up, there was a significant improvement in rest myocardial perfusion scores (6.3 ± 5.8 vs 3.1 ± 4.3; P < .001), LVEF (25 ± 7% vs 29 ± 8%; P = .005), and 6-minute walking distance (354 ± 71 m vs 404 ± 91 m; P < .001). Responders to stem cell therapy had lower summed rest perfusion score at both baseline (3.2 ± 3.0 vs 9.1 ± 6.3; P = .015) and follow-up (1.0 ± 1.5 vs 5.0 ± 5.1; P = .028). CONCLUSIONS: CD34(+) cell transplantation may lead to improved myocardial perfusion in patients with nonischemic DCM. Patients with less severe myocardial perfusion defects at baseline may have an increased likelihood to respond to intracoronary CD34(+) cell transplantation.

Effects of intracoronary CD34+ stem cell transplantation in nonischemic dilated cardiomyopathy patients: 5-year follow-up.

RATIONALE: CD34+ transplantation in dilated cardiomyopathy was associated with short-term improvement in left ventricular ejection fraction and exercise tolerance. OBJECTIVE: We investigated long-term effects of intracoronary CD34+ cell transplantation in dilated cardiomyopathy and the relationship between intramyocardial cell homing and clinical response. METHODS AND RESULTS: Of 110 dilated cardiomyopathy patients, 55 were randomized to receive CD34+ stem cell transplantation (SC group) and 55 received no cell therapy (controls). In the SC group, CD34+ cells were mobilized by granulocyte colony-stimulating factor and collected via apheresis. Patients underwent myocardial scintigraphy and cells were injected in the artery supplying segments with the greatest perfusion defect. At baseline, 2 groups did not differ in age, sex, left ventricular ejection fraction, or N-terminal B-type natriuretic peptide levels. At 5 years, stem cell therapy was associated with increased left ventricular ejection fraction (from 24.3 ± 6.5% to 30.0 ± 5.1%; P=0.02), increased 6-minute walk distance (from 344 ± 90 m to 477 ± 130 m; P<0.001), and decreased N-terminal B-type natriuretic peptide (from 2322 ± 1234 pg/mL to 1011 ± 893 pg/mL; P<0.01). Left ventricular ejection fraction improvement was more significant in patients with higher myocardial homing of injected cells. During follow-up, 27 (25%) patients died and 9 (8%) underwent heart transplantation. Of the 27 deaths, 13 were attributed to pump failure and 14 were attributed to sudden cardiac death. Total mortality was lower in the SC group (14%) than in controls (35%; P=0.01). The same was true of pump failure (5% vs. 18%; P=0.03), but not of sudden cardiac death (9% vs. 16%; P=0.39). CONCLUSIONS: Intracoronary stem cell transplantation may be associated with improved ventricular function, exercise tolerance, and long-term survival in patients with dilated cardiomyopathy. Higher intramyocardial homing is associated with better stem cell therapy response.

Increased red cell distribution width is associated with poor stem cell mobilization in patients with advanced chronic heart failure.

Parameters associated with poor CD34(+) stem cell mobilization in advanced chronic heart failure (CHF) patients were investigated. Forty-four CHF patients underwent bone marrow stimulation with granulocyte colony stimulating factor. Poor cell mobilization presents in 32% of patients. Poor and good mobilizers did not differ significantly regarding age, gender, left ventricular ejection fraction, kidney or liver function and exercise capacity. Significant differences were found regarding NT-proBNP levels and red cell distribution width (RDW). Increased RDW was the only independent predictor of poor CD34(+) stem cell mobilization on multivariable analysis and may serve as a biomarker of poor stem cell mobilization in CHF patients.

Comparison of transendocardial and intracoronary CD34+ cell transplantation in patients with nonischemic dilated cardiomyopathy.

BACKGROUND: In an open-label blinded study, we compared intracoronary and transendocardial CD34(+) cell transplantation in patients with nonischemic dilated cardiomyopathy. METHODS AND RESULTS: Of the 40 patients with dilated cardiomyopathy, 20 were randomized to receive intracoronary injection and 20 received transendocardial CD34(+) cell delivery. In both groups, CD34(+) cells were mobilized by filgrastim, collected via apheresis, and labeled with technetium-99m radioisotope for single-photon emission computed tomographic imaging. In the intracoronary group, cells were injected intracoronarily in the artery supplying segments of greater perfusion defect on myocardial perfusion scintigraphy. In the transendocardial group, electroanatomic mapping was used to identify viable but dysfunctional myocardium, and transendocardial cell injections were performed. Nuclear single-photon emission computed tomographic imaging for quantification of myocardial retention was performed 18 hours thereafter. At baseline, groups did not differ in age, sex, left ventricular ejection fraction, or N-terminal pro-brain natriuretic peptide levels. The number of CD34(+) cells was also comparable (105 ± 31 × 10(6) in the transendocardial group versus 103 ± 27 × 10(6) in the intracoronary group, P=0.62). At 18 hours after procedure, myocardial retention was higher in the transendocardial group (19.2 ± 4.8%) than in the intracoronary group (4.4 ± 1.2%, P<0.01). At 6 months, left ventricular ejection fraction improved more in the transendocardial group (+8.1 ± 4.3%) than in the intracoronary group (+4.2 ± 2.3%, P=0.03). The same pattern was observed for the 6-minute walk test distance (+125 ± 33 m in the transendocardial group versus +86 ± 13 m in the intracoronary group, P=0.03) and N-terminal pro-brain natriuretic peptide (-628 ± 211 versus -315 ± 133 pg/mL, P=0.04). CONCLUSIONS: In patients with dilated cardiomyopathy, transendocardial CD34(+) cell transplantation is associated with higher myocardial retention rates and greater improvement in ventricular function, N-terminal pro-brain natriuretic peptide, and exercise capacity compared with intracoronary route. CLINICAL TRIAL REGISTRATION URL: http://www.clinicaltrials.gov. Unique identifier: NCT01350310.

Differentiating viral and bacterial infections: A machine learning model based on routine blood test values.

The growing threat of antibiotic resistance necessitates accurate differentiation between bacterial and viral infections for proper antibiotic administration. In this study, a Virus vs. Bacteria machine learning model was developed to distinguish between these infection types using 16 routine blood test results, C-reactive protein concentration (CRP), biological sex, and age. With a dataset of 44,120 cases from a single medical center, the model achieved an accuracy of 82.2 %, a sensitivity of 79.7 %, a specificity of 84.5 %, a Brier score of 0.129, and an area under the ROC curve (AUC) of 0.905, outperforming a CRP-based decision rule. Notably, the machine learning model enhanced accuracy within the CRP range of 10-40 mg/L, a range where CRP alone is less informative. These results highlight the advantage of integrating multiple blood parameters in diagnostics. The "Virus vs. Bacteria" model paves the way for advanced diagnostic tools, leveraging machine learning to optimize infection management.

Rare manifestation of the thrombotic microangiopathy in a patient with sarcoidosis, common variable immunodeficiency and large B-cell non-hodgkin lymphoma: case report.

58-year old Caucasian woman was diagnosed with sarcoidosis. Low immunoglobulin levels were found and common variable immunodeficiency (CVID) was diagnosed 1year later. Laboratory tests and clinical course at this time revealed thrombotic microangiopathy (TMA). Therapeutic plasma exchange was started and her clinical status and laboratory parameters improved. According to CVID she received human immunoglobulin intravenously. Four months later we noticed swelling of the parotid glands and generalized lymphadenopathy. Histology of cervical lymph node confirmed large B-cell non-Hodgkin lymphoma (B-cell NHL). To the best of our knowledge, TMA complicating the course of sarcoidosis, CVID and B-cell NHL has never been reported.

Evaluation of multiple myeloma cell apoptosis in primary bone marrow samples.

BACKGROUND: Although different approaches have been proposed to selectively determine multiple myeloma (MM) cells in a heterogeneous population of bone marrow (BM) cells, studies on plasma cells from primary samples of MM patients are still challenging. This is partially due to difficulties in obtaining a suitable amount of sample, but even more due to uneven infiltration of BM by MM cells. When the apoptotic effect of different agents on MM plasma cells is studied, evaluation is additionally complicated by morphological changes induced by apoptosis. We introduce a modified gating approach combining specific antibodies and exclusion of cellular interferences. METHODS: The extent of apoptosis induced by arsenic trioxide and camptothecin was evaluated by flow cytometry using annexin V and propidium iodide (PI) after selective labelling of plasma cells with CD38 and CD138 antibodies. We selectively analysed MM plasma cell apoptosis combining CD38/CD138-positivity and exclusion of cellular interferences. RESULTS: Thirty BM samples from newly diagnosed MM patients were analysed. We compared the proportion of cells in different phases of apoptosis obtained by gating on a CD38/CD138-positive population only and by the novel approach. The proportion of cells in early apoptosis evaluated by the modified gating technique was significantly higher for both inductors. CONCLUSIONS: The introduced gating approach can increase the reliability of selective evaluation of MM plasma cell apoptosis in primary samples. The modified method can further be implemented for the analysis of various processes in plasma cells by flow cytometry.

Effects of intracoronary stem cell transplantation in patients with dilated cardiomyopathy.

BACKGROUND: We investigated clinical effects of intracoronary transplantation of CD34+ cells in patients with dilated cardiomyopathy (DCM). METHODS: Of 55 patients with DCM, 28 were randomized to CD34+ transplantation (SC group), and 27 patients did not receive stem cell therapy (controls). In the SC group, peripheral blood CD34+ cells were mobilized by granulocyte-colony stimulating factor and collected via apheresis. Patients underwent myocardial scintigraphy and CD34+ cells were injected in the coronary artery supplying the segments with reduced viability. RESULTS: At baseline, the 2 groups did not differ in age, gender, left ventricular ejection fraction (LVEF), or NT-proBNP levels. At 1 year, stem cell therapy was associated with an increase in LVEF (from 25.5 ± 7.5% to 30.1 ± 6.7%; P = .03), an increase in 6-minute walk distance (from 359 ± 104 m to 485 ± 127 m; P = .001), and a decrease in NT-proBNP (from 2069 ± 1996 pg/mL to 1037 ± 950 pg/mL; P = .01). The secondary endpoint of 1-year mortality or heart transplantation was lower in patients receiving SC therapy (2/28, 7%) than in controls (8/27, 30%) (P = .03), and SC therapy was the only independent predictor of outcome on multivariable analysis (P = .04). CONCLUSIONS: Intracoronary stem cell transplantation could lead to improved ventricular remodeling, better exercise tolerance and potentially improved survival in patients with DCM.

COVID-19 diagnosis by routine blood tests using machine learning.

Physicians taking care of patients with COVID-19 have described different changes in routine blood parameters. However, these changes hinder them from performing COVID-19 diagnoses. We constructed a machine learning model for COVID-19 diagnosis that was based and cross-validated on the routine blood tests of 5333 patients with various bacterial and viral infections, and 160 COVID-19-positive patients. We selected the operational ROC point at a sensitivity of 81.9% and a specificity of 97.9%. The cross-validated AUC was 0.97. The five most useful routine blood parameters for COVID-19 diagnosis according to the feature importance scoring of the XGBoost algorithm were: MCHC, eosinophil count, albumin, INR, and prothrombin activity percentage. t-SNE visualization showed that the blood parameters of the patients with a severe COVID-19 course are more like the parameters of a bacterial than a viral infection. The reported diagnostic accuracy is at least comparable and probably complementary to RT-PCR and chest CT studies. Patients with fever, cough, myalgia, and other symptoms can now have initial routine blood tests assessed by our diagnostic tool. All patients with a positive COVID-19 prediction would then undergo standard RT-PCR studies to confirm the diagnosis. We believe that our results represent a significant contribution to improvements in COVID-19 diagnosis.

Cardiac toxicity of high-dose cyclophosphamide and melphalan in patients with multiple myeloma treated with tandem autologous hematopoietic stem cell transplantation.

Tandem autologous hematopoetic stem cell transplantation (HSCT) is an effective treatment in patients with multiple myeloma (MM). Patients receive high-dose cyclophosphamide (CY) followed by two myeloablative dosages of melphalan (MEL). Cardiotoxicity treatment related data are scanty. In 30 patients with MM chemotherapy was followed by high-dose CY (cycle CY), and two autologous tandem HSCT treatments with MEL (cycles MEL I and MEL II). During each 15-day treatment troponin I (TnI), brain natriuretic peptide (BNP) and endothelin-1 (ET-1) were controlled at six time points. All patients underwent conventional and tissue Doppler echocardiography prior to CY therapy (Eho 0), before cycle MEL I (Eho 1), before cycle MEL II (Eho 2), and 3 months after the completion of therapy (Eho 3). None of the patients developed clinical signs of heart failure. The peak TnI concentrations were noted at days 8, 11, and 15 during all three chemotherapy cycles. During all three cycles there was a significant increase in baseline BNP concentrations and BNP levels measured at day 1 after treatment with CY and MEL (CY: P = 0.0001, MEL I: P = 0.001, MEL II: P = 0.001). The highest BNP concentration occurred during CY treatment (0.517 +/- 0.391 microg/L). During cycles MEL I and MEL II we noted the peak BNP concentrations at day 4 following chemotherapy (MEL I 0.376 +/- 0.418 microg/L; MEL II 0.363 +/- 0.379 microg/L). During all three cycles the highest ET-1 levels occurred at day 1 after chemotherapy (CY 1.146 +/- 1.313 ng/L; MEL I 1.054 +/- 2.242 ng/L; MEL II 0.618 +/- 0.539 ng/L). A significant increase in ET-1 concentrations relative to the basal values occurred only in cycle MEL II (P = 0.003). The duration of wave a in the Doppler pulmonary vein flow increased significantly (Eho 0/Eho 1: P = 0.008, Eho 0/Eho 3: P = 0.026). There was a significant decrease in the A/a ratio in flow velocities during chemotherapy (Eho 0/Eho 1: P = 0.002, Eho 0/Eho 3: P < 0.0001). Early diastolic tissue Doppler velocities (Em) decreased significantly during individual cycles of chemotherapy (P = 0.006). A significant post-treatment increase in the incidence of mitral regurgitation was observed (Eho 0/Eho 3: P = 0.003). Treatment of MM patients with tandem autologous HSCT is cardiotoxic. Our patients did not develop clinically overt heart failure or myocardial necrosis. Increased plasma levels of BNP and ET-1 were compatible with transient neurohormonal activation of heart failure. Doppler echocardiography studies revealed worsening of left ventricular diastolic function and occurrence of functional mitral regurgitation.

Cardiac granulocytic sarcoma diagnosed by intracardiac echocardiography-guided biopsy.

A 52-year-old man presented with clinical and echocardiographic signs of cardiac tamponade. A transthoracic echocardiogram revealed a large right atrial mass that obstructed the superior vena cava flow. Cardiac magnetic resonance imaging and computed tomography demonstrated extracardiac tumour invasion of the free atrial wall extending to the right pulmonary hilus. Intracardiac echocardiography-guided biopsy of the tumour revealed the tissue diagnosis-granulocytic sarcoma of the heart. The patient was effectively treated with radiotherapy, chemotherapy and allogeneic haematopoietic stem cell transplantation. He has remained free of the disease for 12 months after treatment.

Stem Cell Therapy in Patients with Chronic Nonischemic Heart Failure.

AIM OF THE REVIEW: The aim of this review is to discuss recent advances in clinical aspects of stem cell therapy in chronic nonischemic heart failure (DCMP) with emphasis on patient selection, stem cell types, and delivery methods. RECENT FINDINGS: Several stem cell types have been considered for the treatment of DCMP patients. Bone marrow-derived cells and CD34+ cells have been demonstrated to improve myocardial performance, functional capacity, and neurohumoral activation. Furthermore, allogeneic mesenchymal stem cells were also shown to be effective in improving heart function in this patient population; this may represent an important step towards the development of a standardized stem cell product for widespread clinical use in patients with DCMP. SUMMARY: The trials of stem cell therapy in DCMP patients have shown some promising results, thus making DCMP apparently more inviting target for stem cell therapy than chronic ischemic heart failure, where studies to date failed to demonstrate a consistent effect of stem cells on myocardial performance. Future stem cell strategies should aim for more personalized therapeutic approach by establishing the optimal stem cell type or their combination, dose, and delivery method for an individual patient adjusted for patient's age and stage of the disease.

An application of machine learning to haematological diagnosis.

Quick and accurate medical diagnoses are crucial for the successful treatment of diseases. Using machine learning algorithms and based on laboratory blood test results, we have built two models to predict a haematologic disease. One predictive model used all the available blood test parameters and the other used only a reduced set that is usually measured upon patient admittance. Both models produced good results, obtaining prediction accuracies of 0.88 and 0.86 when considering the list of five most likely diseases and 0.59 and 0.57 when considering only the most likely disease. The models did not differ significantly, which indicates that a reduced set of parameters can represent a relevant "fingerprint" of a disease. This knowledge expands the model's utility for use by general practitioners and indicates that blood test results contain more information than physicians generally recognize. A clinical test showed that the accuracy of our predictive models was on par with that of haematology specialists. Our study is the first to show that a machine learning predictive model based on blood tests alone can be successfully applied to predict haematologic diseases. This result and could open up unprecedented possibilities for medical diagnosis.