RESUMEN
General circulation models (GCMs) are the foundation of weather and climate prediction1,2. GCMs are physics-based simulators that combine a numerical solver for large-scale dynamics with tuned representations for small-scale processes such as cloud formation. Recently, machine-learning models trained on reanalysis data have achieved comparable or better skill than GCMs for deterministic weather forecasting3,4. However, these models have not demonstrated improved ensemble forecasts, or shown sufficient stability for long-term weather and climate simulations. Here we present a GCM that combines a differentiable solver for atmospheric dynamics with machine-learning components and show that it can generate forecasts of deterministic weather, ensemble weather and climate on par with the best machine-learning and physics-based methods. NeuralGCM is competitive with machine-learning models for one- to ten-day forecasts, and with the European Centre for Medium-Range Weather Forecasts ensemble prediction for one- to fifteen-day forecasts. With prescribed sea surface temperature, NeuralGCM can accurately track climate metrics for multiple decades, and climate forecasts with 140-kilometre resolution show emergent phenomena such as realistic frequency and trajectories of tropical cyclones. For both weather and climate, our approach offers orders of magnitude computational savings over conventional GCMs, although our model does not extrapolate to substantially different future climates. Our results show that end-to-end deep learning is compatible with tasks performed by conventional GCMs and can enhance the large-scale physical simulations that are essential for understanding and predicting the Earth system.
RESUMEN
A dynamical systems approach to turbulence envisions the flow as a trajectory through a high-dimensional state space [Hopf, Commun. Appl. Maths 1, 303 (1948)]. The chaotic dynamics are shaped by the unstable simple invariant solutions populating the inertial manifold. The hope has been to turn this picture into a predictive framework where the statistics of the flow follow from a weighted sum of the statistics of each simple invariant solution. Two outstanding obstacles have prevented this goal from being achieved: 1) paucity of known solutions and 2) the lack of a rational theory for predicting the required weights. Here, we describe a method to substantially solve these problems, and thereby provide compelling evidence that the probability density functions (PDFs) of a fully developed turbulent flow can be reconstructed with a set of unstable periodic orbits. Our method for finding solutions uses automatic differentiation, with high-quality guesses constructed by minimizing a trajectory-dependent loss function. We use this approach to find hundreds of solutions in turbulent, two-dimensional Kolmogorov flow. Robust statistical predictions are then computed by learning weights after converting a turbulent trajectory into a Markov chain for which the states are individual solutions, and the nearest solution to a given snapshot is determined using a deep convolutional autoencoder. In this study, the PDFs of a spatiotemporally chaotic system have been successfully reproduced with a set of simple invariant states, and we provide a fascinating connection between self-sustaining dynamical processes and the more well-known statistical properties of turbulence.
RESUMEN
Next-generation sequencing (NGS) affords comprehensive insights into the genomic landscape of lymphomas. We examined the mutational pattern in patients with Waldenström macroglobulinemia (WM) or lymphoplasmacytic lymphoma (LPL) as well as the diagnostic and clinical utility of a tailored NGS lymphoma panel. A consecutive series of 45 patients was reviewed and NGS analysis was performed as part of a routine diagnostic setup. The custom designed NGS panel assayed all coding sequences of 59 genes of known clinical significance in lymphoid neoplasms. The most frequently mutated genes were MYD88, CXCR4, BIRC3, CD79B, and ARID1A. Additional somatic mutations were detected in 17 genes with four mutations categorized as pathogenic or likely pathogenic. BIRC3 and TP53 mutations were associated with adverse clinical phenotypes. NGS performance for the MYD88L265P variant was 96% when compared to qPCR. In conclusion, targeted NGS provided important diagnostic and prognostic information in a routine clinical setting.
Asunto(s)
Secuenciación de Nucleótidos de Alto Rendimiento , Mutación , Macroglobulinemia de Waldenström , Humanos , Macroglobulinemia de Waldenström/genética , Macroglobulinemia de Waldenström/diagnóstico , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Masculino , Anciano , Femenino , Persona de Mediana Edad , Anciano de 80 o más Años , Análisis Mutacional de ADN/métodos , Pronóstico , Biomarcadores de Tumor/genética , Factor 88 de Diferenciación Mieloide/genética , AdultoRESUMEN
A hybrid data-driven/finite volume method for 2D and 3D thermal convective flows is introduced. The approach relies on a single-step loss, convolutional neural network that is active only in the near-wall region of the flow. We demonstrate that the method significantly reduces errors in the prediction of the heat flux over the long-time horizon and increases pointwise accuracy in coarse simulations, when compared to direct computations on the same grids with and without a traditional subgrid model. We trace the success of our machine learning model to the choice of the training procedure, incorporating both the temporal flow development and distributional bias.
RESUMEN
INTRODUCTION: Integration of molecular characterization of lymphomas in clinical diagnostics may improve subclassification and risk-stratification, and we implemented a next generation sequencing (NGS) analysis as part of routine diagnostic work-up of all mature B-cell non-Hodgkin's lymphoma (B-NHL). Here, we present data of mutational profiles with potential complementary diagnostic, prognostic, and predictive value detected in our consecutive non-selected cohort of B-NHL patients. METHODS: NGS results from 298 patients with both newly diagnosed and relapsed/refractory disease were included as a single center study. NGS was performed as routine analysis together with standard diagnostic work-up using a custom-made amplicon PCR-based multiplex NGS panel covering all coding exons and consensus splice sites in 59 genes. RESULTS: Mutations were detected in 94% of the 298 samples. Most lymphomas could be classified definitively, but 24 cases were classified as small B-cell lymphomas without defining characteristics. Of these, 50% (12/24 cases) could retrospectively be assigned a likely diagnostic subtype according to mutational findings. CONCLUSION: Implementation of a 59 gene exome sequencing panel added diagnostic value to 50% of unclassified cases and provided in 94% of the cases possible biomarkers for disease monitoring as well as potential diagnostic, prognostic, and predictive markers for future studies.
Asunto(s)
Leucemia Linfocítica Crónica de Células B , Linfoma de Células B , Linfoma no Hodgkin , Humanos , Linfoma no Hodgkin/diagnóstico , Estudios Retrospectivos , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Linfoma de Células B/diagnóstico , Linfoma de Células B/genéticaRESUMEN
Diffuse large B-cell lymphoma (DLBCL) is a heterogeneous disease, both regarding clinical presentation, response to treatment and outcome. Recently, subclassification of DLBCL based on mutational profile has been suggested, and next generation sequencing (NGS) analysis may be relevant as part of the diagnostic workflow. This will, however, often be based on analysis of one tumor biopsy. Here, we present a prospective study where multi-site sampling was performed prior to treatment in patients with newly diagnosed DLBCL. Two spatially different biopsies from 16 patients were analyzed using NGS with an in-house 59-gene lymphoma panel. In 8/16 (50%) patients, mutational differences were found between the two biopsy sites, including differences in TP53 mutational status. Our data indicate that a biopsy from the extra-nodal site may represent the most advanced clone, and an extra-nodal biopsy should be preferred for analysis, if safely accessible. This will help ensure a standardized stratification and treatment decision.
Asunto(s)
Heterogeneidad Genética , Linfoma de Células B Grandes Difuso , Humanos , Estudios Prospectivos , Linfoma de Células B Grandes Difuso/diagnóstico , Linfoma de Células B Grandes Difuso/genética , Linfoma de Células B Grandes Difuso/terapia , Mutación , BiopsiaRESUMEN
Inactivating mutations in Bruton's tyrosine kinase (BTK) in patients with follicular lymphoma (FL) have recently been reported. These mutations were found in BTK inhibitor-treatment naïve patients. Here, we report the BTK mutation status in a real-world cohort of patients with non-Hodgkin lymphoma. We found primary BTK mutations in 7.7% of patients with large B-cell lymphoma (LBCL) and in 14.1% of patients with FL. All patients with BTK-mutated LBCL were BCL2 translocation positive, and the correlation between BCL2 translocation and BTK mutation persisted even when patients with known transformation from FL were excluded.
RESUMEN
OBJECTIVES: Postoperative endothelial damage potentially results in increased vascular leakage, tissue edema and subsequent complications. The preventive effect of glucocorticoids on endothelial damage after surgery is sparsely described, including the relation between endothelial damage and the postoperative inflammatory response. Thus, we aimed to assess the preventive effect of high-dose glucocorticoids on postoperative endothelial damage, and the association between endothelial damage and inflammation after surgery. METHODS: This was a predefined substudy of a randomized double-blinded clinical trial of methylprednisolone 10 mg/kg (high dose) vs. dexamethasone 8 mg (low dose) in patients undergoing liver resection at Rigshospitalet, Copenhagen. In total 25 patients undergoing major liver resection (11 in the high-dose group and 14 in the low-dose group) were included. The primary outcome was changed in five endothelial biomarkers and the secondary outcome was changes in inflammation [C-reactive protein (CRP)] for the first three postoperative days. RESULTS: No statistically significant difference was found for any endothelial biomarkers postoperatively between the two groups (P > 0.15, for all). High-dose glucocorticoids significantly reduced CRP on day 3 compared to low-dose glucocorticoids [median difference on a postoperative day 3, 59.6 g/L, (84.2; 27.1), P < 0.002]. No significant correlation between endothelial damage and CRP levels was seen. CONCLUSIONS: No significant effect of high- vs. low-dose glucocorticoids on development in endothelial biomarkers after major liver resection was observed. High-dose glucocorticoids reduce the inflammatory response though without correlation to endothelial damage. Future studies should assess the clinical impact of increased endothelial biomarkers for clinical perioperative outcomes.
RESUMEN
OBJECTIVES: Postoperative endothelial damage potentially results in increased vascular leakage, tissue edema and subsequent complications. The preventive effect of glucocorticoids on endothelial damage after surgery is sparsely described, including the relation between endothelial damage and the postoperative inflammatory response. Thus, we aimed to assess the preventive effect of high-dose glucocorticoids on postoperative endothelial damage, and the association between endothelial damage and inflammation after surgery. METHODS: This was a predefined substudy of a randomized double-blinded clinical trial of methylprednisolone 10 mg/kg (high dose) vs. dexamethasone 8 mg (low dose) in patients undergoing liver resection at Rigshospitalet, Copenhagen. In total 25 patients undergoing major liver resection (11 in the high-dose group and 14 in the low-dose group) were included. The primary outcome was changed in five endothelial biomarkers and the secondary outcome was changes in inflammation [C-reactive protein (CRP)] for the first three postoperative days. RESULTS: No statistically significant difference was found for any endothelial biomarkers postoperatively between the two groups (P > 0.15, for all). High-dose glucocorticoids significantly reduced CRP on day 3 compared to low-dose glucocorticoids [median difference on a postoperative day 3, 59.6 g/L, (84.2; 27.1), P < 0.002]. No significant correlation between endothelial damage and CRP levels was seen. CONCLUSIONS: No significant effect of high- vs. low-dose glucocorticoids on development in endothelial biomarkers after major liver resection was observed. High-dose glucocorticoids reduce the inflammatory response though without correlation to endothelial damage. Future studies should assess the clinical impact of increased endothelial biomarkers for clinical perioperative outcomes.
Asunto(s)
Proteína C-Reactiva , Glucocorticoides , Biomarcadores , Proteína C-Reactiva/metabolismo , Dexametasona , Método Doble Ciego , Glucocorticoides/efectos adversos , Humanos , Inflamación , Hígado/metabolismo , Hígado/cirugía , MetilprednisolonaRESUMEN
While the Danish Health Authority has withdrawn the vaxzevria vaccine from the Danish vaccination programme due to reports of rare cases of severe side effects, this case report presents a potential beneficial side effect of this vaccine. A patient presented, three days after her first jab, with localized itching and bleeding from a pigmented tumour on her lower leg, which was therefore excised, and, unexpectedly, diagnosed as a melanoma. We speculate if the vaccine-induced immune reaction resulted in increased immune activity within the tumour environment, and thus facilitated the early diagnosis of melanoma.
Asunto(s)
Vacunas contra la COVID-19 , COVID-19 , Melanoma , Neoplasias Cutáneas , COVID-19/prevención & control , Detección Precoz del Cáncer , Femenino , Humanos , Melanoma/diagnóstico , Neoplasias Cutáneas/diagnósticoRESUMEN
Breast cancer mortality remains unacceptably high, indicating a need for safer and more effective therapeutic agents. Disulfide bond Disrupting Agents (DDAs) were previously identified as a novel class of anticancer compounds that selectively kill cancers that overexpress the Epidermal Growth Factor Receptor (EGFR) or its family member HER2. DDAs kill EGFR+ and HER2+ cancer cells via the parallel downregulation of EGFR, HER2, and HER3 and activation/oligomerization of Death Receptors 4 and 5 (DR4/5). However, the mechanisms by which DDAs mediate these effects are unknown. Affinity purification analyses employing biotinylated-DDAs reveal that the Protein Disulfide Isomerase (PDI) family members AGR2, PDIA1, and ERp44 are DDA target proteins. Further analyses demonstrate that shRNA-mediated knockdown of AGR2 and ERp44, or expression of ERp44 mutants, enhance basal DR5 oligomerization. DDA treatment of breast cancer cells disrupts PDIA1 and ERp44 mixed disulfide bonds with their client proteins. Together, the results herein reveal DDAs as the first small molecule, active site inhibitors of AGR2 and ERp44, and demonstrate roles for AGR2 and ERp44 in regulating the activity, stability, and localization of DR4 and DR5, and activation of Caspase 8.
Asunto(s)
Neoplasias de la Mama , Disulfuros , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/genética , Muerte Celular , Disulfuros/metabolismo , Disulfuros/uso terapéutico , Receptores ErbB/metabolismo , Femenino , Humanos , Proteínas de la Membrana , Chaperonas Moleculares/metabolismo , Mucoproteínas , Proteínas Oncogénicas/genética , Proteína Disulfuro Isomerasas/genética , Proteína Disulfuro Isomerasas/metabolismo , Proteínas , Receptores de Muerte CelularRESUMEN
INTRODUCTION: We performed a single-center study of real-world health data to investigate the direct clinical consequence of targeted next-generation sequencing (NGS) results integrated in the clinicopathological evaluation of patients with cytopenia suspected of myelodysplastic syndrome (MDS). METHODS: The study included 87 newly referred patients, who had a bone marrow examination, which included targeted NGS analysis. NGS was requested at the discretion of either examining pathologist or hematologist. Data were collected retrospectively from patient files including pathology reports with integrated NGS results. RESULTS: The NGS results had a diagnostic impact in 67 cases (77%) when combining both histopathological and final clinical evaluation and provided prognostic value in 19 cases (22%). NGS supported a confident or tentative histopathological diagnosis in 52 cases (60%). Twenty cases (23%) had a final diagnosis of either Clonal Cytopenia of Undetermined Significance (CCUS) or Idiopathic Cytopenia of Undetermined Significance (ICUS). In 4 cases, NGS results affected the choice of principal treatment strategy, including considerations of allotransplantation. Twenty-one patients (24%) could be discharged to primary care physician. CONCLUSION: In a multidisciplinary clinicopathological real-world setting, NGS analysis of bone marrow samples from selected patients contributed substantially to the diagnostic evaluation and management of patients with cytopenia suspected of MDS. Consequently, we have now included NGS analysis in most routine bone marrow examinations from patients with MDS or unexplained cytopenia.
Asunto(s)
Anemia , Síndromes Mielodisplásicos , Trombocitopenia , Hematopoyesis Clonal , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Síndromes Mielodisplásicos/diagnóstico , Síndromes Mielodisplásicos/genética , Síndromes Mielodisplásicos/terapia , Estudios RetrospectivosRESUMEN
Bone involvement is a rare extranodal manifestation in patients with malignant lymphoproliferative diseases and has also been noted as a rare event in patients with Waldenstrom macroglobulinemia (WM). However, the actual prevalence has not been previously reported. We describe an unusual case of a patient with WM who presented with lower back pain and focal bone lesions at initial diagnosis. Magnetic resonance imaging (MRI) revealed multiple vertebral fractures. Positron emission tomography (PET) detected only nodal changes without pathological skeletal-related metabolic activity. Lymph node and bone marrow biopsies combined with an immunoglobulin M (IgM) M component revealed the diagnosis of WM. A next-generation sequencing (NGS) analysis using a targeted lymphoma panel of 59 recurrently mutated genes in lymphoid neoplasms showed mutations in the MYD88 and CD79B genes. After treatment with rituximab and bendamustine, the patient achieved a partial remission and pain relief. After 3 years of stable disease, a spontaneous subcapital fracture at the base of the femoral neck and new vertebral compression fractures occurred. Whole-body low-dose computed tomography (WB-LDCT) and bone density (dual energy X-ray absorptiometry (DEXA)) scan revealed marked osteopenia. After insertion of a hip prosthesis, examination of the removed hip showed infiltration of clonal lymphoplasmacytic cells. Our case confirms that one must be aware that bone involvement in patients with WM can occur as a rare manifestation. Interestingly, the MYD88/CD79B-mutated (MCD) genotype in diffuse large B-cell lymphoma is characterized by extranodal involvement and may also be involved in the pathogenesis of skeletal-related disease in the present case. As a follow-up to this unusual case, we have carried out an analysis based on the Danish Lymphoma Registry (LYFO) covering the entire national population in the period 2000 - 2020. The registry study included a cohort of 2,459 patients with WM and lymphoplasmacytic lymphoma. Our data revealed that primary bone involvement at diagnosis occurs in 1.75% of adults with WM. To the best of our knowledge, this is the first report of the prevalence of skeletal-related disease in a large nationwide cohort and defines bone involvement as an exceedingly rare event in WM.
RESUMEN
Myeloproliferative neoplasia (MPN) and lymphoma are regarded as distinct diseases with different pathogeneses. However, patients that are diagnosed with both malignancies occur more frequently in the population than expected. This has led to the hypothesis that the two malignancies may, in some cases, be pathogenetically related. Using a mass spectrometry-based proteomic approach, we show that pre-treatment lymphoma samples from patients with both MPN and lymphoma, either angioimmunoblastic T-cell lymphoma (MPN-AITL) or diffuse large B-cell lymphoma (MPN-DLBCL), show differences in protein expression compared with reference AITL or DLBCL samples from patients without MPN. A distinct clustering of samples from patients with and without MPN was evident for both AITL and DLBCL. Regarding MPN-AITL, a pathway analysis revealed disturbances of cellular respiration as well as oxidative metabolism, and an immunohistochemical evaluation further demonstrated the differential expression of citrate synthase and DNAJA2 protein (p = 0.007 and p = 0.015). Interestingly, IDH2 protein also showed differential expression in the MPN-AITL patients, which contributes to the growing evidence of this protein's role in both myeloid neoplasia and AITL. In MPN-DLBCL, the disturbed pathways included a significant downregulation of protein synthesis as well as a perturbation of signal transduction. These results imply an underlying disturbance of tumor molecular biology, and in turn an alternative pathogenesis for tumors in these patients with both myeloid and lymphoid malignancies.
RESUMEN
BACKGROUND: Commercial myeloid next-generation sequencing (NGS) panels may facilitate uniform generation of raw data between laboratories. However, different strategies for data filtering and variant annotation may contribute to differences in variant detection and reporting. Here, we present how custom data filtering or the use of Oncomine extended data filtering improve detection of clinically relevant mutations with the Oncomine Myeloid Research Assay. METHODS: The study included all patient samples (n = 264) analyzed during the first-year, single-site, clinical use of the Ion Torrent Oncomine Myeloid Research Assay. In data analysis, the default analysis filter was supplemented with our own data filtering algorithm in order to detect additional clinically relevant mutations. In addition, we developed a sensitive supplementary test for the ASXL1 c.1934dupG p.Gly646fs mutation by fragment analysis. RESULTS: Using our custom filter chain, we found 96 different reportable variants that were not detected by the default filter chain. Twenty-six of these were classified as variants of strong or potential clinical significance (tier I/tier II variants), and the custom filtering discovered otherwise undetected tier I/tier II variants in 25 of 132 patients with clinically relevant mutations (19%). The remaining 70 variants not detected by the default filter chain were classified as variants of unknown significance. Among these were several unique variants with possible pathogenic potential judged by bioinformatic predictions. The recently launched Oncomine 5.14 extended filter algorithm detects most but not all of the tier I/tier II variants that were not detected by the default filter. The supplementary fragment analysis for the ASXL1 c.1934dupG p.Gly646fs confidently detected a variant allele frequency of down to 4.8% (SD 0.83%). The assay also detected the ASXL1 c.1900_1922del23 mutation. CONCLUSION: Detection of clinically relevant variants with the Oncomine Myeloid Research NGS assay can be significantly improved by supplementing the default filter chain with custom data filtering or the recently launched Oncomine 5.14 extended filter algorithm. Our accessory fragment analysis facilitates easy testing for frequent ASXL1 mutations that are poorly or not covered by the NGS assay.
Asunto(s)
Variación Genética/genética , Secuenciación de Nucleótidos de Alto Rendimiento , Células Mieloides/metabolismo , Proteínas Represoras/genética , Algoritmos , Biología Computacional , Pruebas Diagnósticas de Rutina , Femenino , Humanos , Masculino , Mutación/genética , Células Mieloides/patología , Análisis de Secuencia de ADNRESUMEN
We investigated the intratumoral source of PD-L1 expression and the infiltration of tumor-associated macrophages (TAMs) in large B-cell lymphomas (LBCLs) with or without MYC-translocation, as well as possible correlations to BCL2-and BCL6-translocations and cell of origin (COO). One-hundred and twenty-six patient samples were studied in a cohort enriched for MYC-translocated tumors with 34 samples carrying this translocation. Demonstration of intratumoral distribution and cellular source of PD-L1 was enabled by immunohistochemical (IHC) dual staining specifically highlighting PD-L1 expression in lymphoma B-cells with antibodies against PD-L1 and PAX5. Additional IHC with antibodies against CD68 and CD163 identified TAMs. We found that CD68-positive TAMs were the main source of PD-L1 protein expression in contrast to lymphoma B cells which rarely expressed PD-L1. Semiquantitative IHC demonstrated a significant correlation between CD68 and PD-L1 protein expression. Unsupervised hierarchical analysis of PD-L1, CD68, and CD163 IHC data subsequently demonstrated three potential clusters defined by expression of the three biomarkers. Cluster A consisted of patient samples with significantly lower expression of PD-L1, CD68, and CD163, but also significantly higher prevalence of BCL2-translocation and MYC-BCL2-double-hit (DH) compared to the other two clusters. In cluster C we found a significant accumulation of BCL6 translocated tumors. This cluster in contrast had the highest protein expression of PD-L1, CD68, and CD163. Cluster B tumors had an intermediate expression of the three biomarkers, but no accumulation of the specific genetic translocations. Our data, which were based on morphological analysis, immunophenotyping and genotyping by fluorescence in situ hybridization were in line with new concepts of LBCL taxonomy integrating genetic, phenotypical, and immunological characteristics with identification of new subgroups where MYC translocation and MYC-BCL2 DH may identify a noninflamed subtype. These findings may furthermore hold significant predictive value especially regarding immune checkpoint blockade therapy, but further molecular characterization should be done to substantiate this hypothesis.
Asunto(s)
Linfocitos B , Antígeno B7-H1 , Regulación Leucémica de la Expresión Génica , Linfoma de Células B Grandes Difuso , Proteínas Proto-Oncogénicas c-bcl-2 , Proteínas Proto-Oncogénicas c-myc , Translocación Genética , Anciano , Anciano de 80 o más Años , Linfocitos B/metabolismo , Linfocitos B/patología , Antígeno B7-H1/biosíntesis , Antígeno B7-H1/genética , Femenino , Humanos , Inflamación/genética , Inflamación/metabolismo , Inflamación/patología , Linfoma de Células B Grandes Difuso/genética , Linfoma de Células B Grandes Difuso/metabolismo , Linfoma de Células B Grandes Difuso/patología , Masculino , Persona de Mediana Edad , Proteínas Proto-Oncogénicas c-bcl-2/genética , Proteínas Proto-Oncogénicas c-bcl-2/metabolismo , Proteínas Proto-Oncogénicas c-myc/genética , Proteínas Proto-Oncogénicas c-myc/metabolismo , Macrófagos Asociados a Tumores/metabolismo , Macrófagos Asociados a Tumores/patologíaRESUMEN
Myeloid and lymphoid malignancies are postulated to have distinct pathogenetic mechanisms. The recent observation that patients with a myeloproliferative neoplasm have an increased risk of developing lymphoproliferative malignancy has challenged this assumption. We collected a nationwide cohort of patients with both malignancies. Patients diagnosed in 1990-2015 were identified through the national Danish Pathology Registry. We identified 599 patients with myeloproliferative neoplasm and a concomitant or subsequent diagnosis of lymphoma. Histopathological review of the diagnostic samples from each patient led to a final cohort of 97 individuals with confirmed dual diagnoses of myeloproliferative neoplasm and lymphoma. The age range at diagnosis was 19-94 years (median: 71 years). To avoid the inclusion of cases of therapy-induced myeloproliferative neoplasm occurring in patients previously treated for lymphoma, only patients with myeloproliferative neoplasm diagnosed unequivocally before the development of lymphoma were included. The average time interval between the diagnoses of the two malignancies was 1.5 years. In the majority of patients (90%) both diagnoses were established within 5 years from each other. Among the lymphoma entities, the frequency of peripheral T-cell lymphomas was markedly increased. Interestingly, all but one of the T-cell lymphomas were of angioimmunoblastic type. These findings suggest that myeloproliferative neoplasm and lymphoproliferative malignancy developing in the same patient may have common pathogenetic events, possibly already at progenitor level. We believe that the molecular characterization of the newly developed biorepository will help to highlight the mechanisms driving the genesis and clonal evolution of these hematopoietic malignancies.
Asunto(s)
Enfermedades Hematológicas , Neoplasias Hematológicas , Linfoma de Células T Periférico , Trastornos Mieloproliferativos , Adulto , Anciano , Anciano de 80 o más Años , Estudios de Cohortes , Neoplasias Hematológicas/diagnóstico , Neoplasias Hematológicas/epidemiología , Neoplasias Hematológicas/etiología , Humanos , Persona de Mediana Edad , Trastornos Mieloproliferativos/diagnóstico , Trastornos Mieloproliferativos/epidemiología , Adulto JovenRESUMEN
Galectin-1 (Gal-1) has been associated with adverse prognosis in several cancers including lymphoma entities with CD30 expression. However, Gal-1 expression has not been systematically assessed in peripheral T-cell lymphomas (PTCL). Specimens from 169 nodal PTCL were assessed for intratumoural Gal-1 expression by immunohistochemistry. Overall survival (OS) in groups exhibiting high and low Gal-1 expression was compared in the cohort and in a subset analysis of CD30-positive PTCL only. Gal-1 expression was also correlated with biomarkers of the tumour microenvironment. No significant difference in OS based on Gal-1 expression was observed in the entire PTCL cohort. However, in the CD30-positive cohort, patients with high Gal-1 levels had significantly poorer outcome (5 years OS 10%, 95% confidence interval CI, 1-36) than their low Gal-1 counterparts (5 years OS 48%, 95% CI, 30-64, P = .021). In univariate analyses age 60 or younger, non-elevated lactate dehydrogenase (LDH), and performance score less than 2 correlated with superior survival but high Gal-1 expression significantly predicted adverse outcome at both univariate (HR 2.5, 95% CI, 1.1-5.7, P = .026) and multivariate levels (HR 3.2, 95% CI, 1.2-8.5, P = .017). Tumours with high Gal-1 had few cytotoxic T cells in the tumour microenvironment. High intratumoural Gal-1 expression before therapeutic intervention correlates with adverse outcome in nodal CD30+ , ALK- PTCL patients.
Asunto(s)
Quinasa de Linfoma Anaplásico/metabolismo , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Galectina 1/metabolismo , Antígeno Ki-1/metabolismo , Linfoma Anaplásico de Células Grandes/mortalidad , Linfoma de Células T Periférico/mortalidad , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Estudios de Seguimiento , Humanos , Linfoma Anaplásico de Células Grandes/tratamiento farmacológico , Linfoma Anaplásico de Células Grandes/metabolismo , Linfoma Anaplásico de Células Grandes/patología , Linfoma de Células T Periférico/tratamiento farmacológico , Linfoma de Células T Periférico/metabolismo , Linfoma de Células T Periférico/patología , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Tasa de Supervivencia , Linfocitos T Citotóxicos/inmunología , Microambiente Tumoral , Adulto JovenRESUMEN
In large B-cell lymphoma (LBCL), MYC translocation and MYC/BCL2 or MYC/BCL6 double hit (DH) are associated with poor prognosis, and there is an unmet need for novel treatment targets in this patient group. Treatments targeting the PD-L1/PD-1 pathway are still poorly elucidated in LBCL. PD-L1 expression might predict response to treatment targeting the PD-L1/PD-1 pathway. We therefore investigated the relationship between PD-L1 protein and mRNA expression levels and MYC and DH translocation in LBCL. We detected MYC, BCL2, and BCL6 translocation by fluorescent in situ hybridization in tissue samples from 130 patients randomly selected from two cohorts of patients with LBCL: 49 patients with MYC translocation of whom 36 had DH and 81 without MYC translocation. PD-L1 protein expression was detected by immunohistochemistry (IHC) in tissue samples from 77 patients and PD-L1 mRNA expression by next-generation RNA sequencing (NGS) in another 77 patients. Twenty-four patients overlapped, ie, were analysed with both IHC and NGS. Nonparametric tests were performed to evaluate intergroup differences. PD-L1 protein expression level was significantly lower in patients with MYC (n = 42, median = 3.3%, interquartile range [IQR] 0.0-10.8) or DH translocations (n = 31, median = 3.3%, IQR 0.0-10.0) compared with patients with no MYC (n = 35, median = 16.7%, IQR 3.3-30.0) or no DH translocations (n = 46, 13.3%, IQR 2.5-30.0), P = .004 and P ≤ .001, respectively. PD-L1 mRNA expression was also significantly lower in patients with MYC or DH translocations, P = .001 and P = .006, respectively. Higher PD-L1 protein and mRNA expression levels were associated with non-germinal centre (GC) type compared with germinal centre B-cell (GCB)-type diffuse LBCL (DLBCL), P = .004 and P = .002, respectively. In conclusion, we report an association between low PD-L1 expression and MYC and DH translocation in patients with LBCL. Our findings may indicate that patients with MYC or DH translocation may benefit less from treatment with PD-L1/PD-1-inhibitors compared with patients without these translocations. This should be evaluated in larger, prospective, consecutive trials.
Asunto(s)
Antígeno B7-H1/biosíntesis , Regulación Neoplásica de la Expresión Génica , Genes myc , Linfoma de Células B Grandes Difuso/metabolismo , Proteínas de Neoplasias/biosíntesis , ARN Mensajero/biosíntesis , ARN Neoplásico/biosíntesis , Translocación Genética , Adulto , Anciano , Subgrupos de Linfocitos B/metabolismo , Subgrupos de Linfocitos B/patología , Antígeno B7-H1/genética , Femenino , Perfilación de la Expresión Génica , Genes bcl-2 , Centro Germinal/patología , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Linfoma de Células B Grandes Difuso/mortalidad , Linfoma de Células B Grandes Difuso/patología , Masculino , Persona de Mediana Edad , Proteínas de Neoplasias/genética , Células Madre Neoplásicas/metabolismo , Células Madre Neoplásicas/patología , Proteínas Proto-Oncogénicas c-bcl-6/genética , ARN Mensajero/genética , ARN Neoplásico/genética , Estudios RetrospectivosRESUMEN
OBJECTIVE: In patients with large B-cell lymphoma (LBCL) according to WHO, the prognostic significance of MYC translocation is still not sufficiently clarified. We therefore aimed to investigate whether prognostication could be improved in patients with MYC translocation positive LBCL by additional stratification according to MYC and BCL2 protein expression levels or MYC translocation partner gene as well as concurrent BCL2 and/or BCL6 translocation (DH). METHODS: From an unselected consecutive cohort of >600 patients with LBCL investigated with fluorescent in situ hybridization (FISH), 64 patients were diagnosed with MYC translocation positive LBCL and included in the study. They were further investigated for supplemental translocations with FISH and MYC and BCL2 protein expression with immunohistochemistry (IHC). RESULTS: MYC expression >75% was associated with both reduced progression-free survival (PFS) and overall survival (OS) (PFS: HR 6.8 (95% CI 1.5-31), P = 0.004. OS: HR 4.3 (95% CI 0.9-21), P = 0.05). Immunoglobulin (IG) MYC translocation partner gene was related to high MYC protein expression (P = 0.047) but was not prognostic for PFS (P = 0.8) or OS (P = 0.6). DH did not confer a worse outcome compared to MYC single hit (SH). These findings were confirmed in a comparable, independent validation cohort of 28 patients with MYC translocation positive LBCL. All patients included in the survival analyses were treated with R-CHOP (rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone) or R-CHOEP (R-CHOP + etoposide). CONCLUSION: These findings suggest that in patients with LBCL stratification by MYC protein expression level significantly improves the prognostic impact associated with MYC translocation.