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1.
Mod Pathol ; : 100646, 2024 Nov 02.
Artigo em Inglês | MEDLINE | ID: mdl-39491745

RESUMO

Peripheral T-cell lymphoma (PTCL) is a heterogeneous category, and many cases are unclassifiable and designated as PTCL-not otherwise specified (PTCL-NOS). Gene expression profiling (GEP) has delineated two prognostic subtypes within PTCL-NOS, PTCL-TBX21, and PTCL-GATA3, characterized by distinctive transcriptomes and a different prognosis. To further evaluate the pathologic features of these subgroups, 101 PTCL cases that did not meet specific criteria for well-defined T-cell lymphoma entities underwent detailed pathologic, immunophenotypic (including TFH biomarkers) and GEP analyses, separating them into PTCL-NOS (n=63) and PTCL-TFH (a.k.a. nodal PTCL-TFH, NOS, and TFH lymphoma, NOS) (n=38). PTCL-NOS cases were further categorized into PTCL-GATA3 (n=22; 34%) and PTCL-TBX21 (n=41; 66%), and a significant association (p < 0.02) with overall survival (OS) was reaffirmed. Histopathological assessment showed PTCL-GATA3 cases were characterized by monotonous medium-sized or large transformed cells with a minimal tumor microenvironment (TME) compared to PTCL-TBX21 cases, which consisted of pleomorphic cells in a polymorphous TME (p < 0.05). GEP analysis validated these TME distinctions. Immunophenotypic analysis showed that PTCL-GATA3 cases were predominantly CD4+CD8- and associated with significantly higher LEF1, MYC, and CD30 expression (p < 0.05). PTCL-TBX21 displayed a more diverse biomarker profile with two subgroups: one expressing cytotoxic antigens and enriched in CD8+CD4- or CD8-CD4- phenotype, and another lacking cytotoxic markers but showing a CD4+CD8- phenotype with increased ICOS expression, but devoid of other TFH markers. The PTCL-TFH cases correlated with an angioimmunoblastic T-cell lymphoma (AITL) gene signature, had more EBER-positive cells than the PTCL-GATA3 and PTCL-TBX21 cases, and a subset had some morphologic features of AITL (p < 0.01). This study highlights the unique morphologic and phenotypic variations within the newly-identified PTCL subtypes and should enable more precise diagnosis and tailored therapeutic strategies in the future.

3.
Semin Neurol ; 2024 Oct 11.
Artigo em Inglês | MEDLINE | ID: mdl-39393798

RESUMO

Disorders of the somatosensory nervous system that cause neuropathic pain are treated in a variety of ways. Herein, we introduce a stepwise approach to treating neuropathic pain. We then summarize the available data and guidelines for treating neuropathic pain, both with pharmacologic and nonpharmacologic methods, and provide a synthesized algorithm highlighting the similarities and differences between recent guidelines on the management of neuropathic pain. Pharmacologic treatments are primarily antiseizure medications (e.g., gabapentinoids, sodium channel blockers) and antidepressant medications (e.g., tricyclic antidepressants, serotonin-norepinephrine reuptake inhibitors), though other medications and interventional pharmacologic therapies can also be considered. There are a wide variety of nonpharmacologic treatments for neuropathic pain including neuromodulation, nerve stimulation, physiotherapy, movement therapies, lifestyle modification, nutritional supplements, acupuncture, and mind-body techniques.

4.
Blood ; 2024 Sep 10.
Artigo em Inglês | MEDLINE | ID: mdl-39255410

RESUMO

Recent introduction of two different lymphoma classifications has raised concerns about consistency in diagnosis, management, and clinical trial enrollment. Data from a large cohort reflecting real-world clinical practice suggest that differences between the classifications will impact <1% of non-Hodgkin lymphomas.

5.
Blood Adv ; 2024 09 25.
Artigo em Inglês | MEDLINE | ID: mdl-39321424

RESUMO

Marginal zone lymphoma (MZL) includes extranodal (EMZL), splenic (SMZL), and nodal (NMZL) subtypes. Histological transformation (HT) to large B-cell lymphomas is well documented but with a large variability in published cumulative incidence rates. We report results from the Molecular Epidemiology Resource (MER) cohort for the cumulative incidence of HT (with death as competing risk) and associated risk factors and outcomes. We also conduct a meta-analysis of available studies on the cumulative incidence of HT. From 2002-2015, 529 patients with MZL were enrolled in the MER (69% EMZL, 16% SMZL, 15% NMZL). Ten-year overall survival (OS) from diagnosis was 66%. HT occurred in 21 patients, with 5-year and 10-year cumulative incidence of HT of 2.7% (95% confidence interval [CI] 0.02-0.05) and 3.6% (95%CI 0.02-0.06), respectively. HT was associated with an increased risk of death (subdistribution hazard ratio (HR)=3.95; 95%CI 2.06-7.55). Predictors of HT were ≥2 extranodal sites and MALT-IPI score ≥2. OS was 79% at 5 and 55% at 10 years after HT. Age at HT≥70 years was the only predictor of OS after HT (HR=3.57; 95%CI 1.34-9.48). In meta-analysis of 12 studies (6,161 patients), the 5- and 10-year cumulative incidence of HT across all subtypes were 5% (95%CI 0.05-0.06) and 8% (95%CI 0.07-0.09), respectively. Rates were lower in EMZL (3% and 5%) than in SMZL (7% and 13%) and NMZL (9% and 13%). While HT is relatively uncommon in the first decade after MZL diagnosis, it is associated with an inferior outcome and needs new approaches to prevention and management.

6.
Glob Chang Biol ; 30(8): e17463, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-39120552

RESUMO

To bridge the knowledge gap between (a) our (instantaneous-to-seasonal-scale) process understanding of plants and water and (b) our projections of long-term coupled feedbacks between the terrestrial water and carbon cycles, we must uncover what the dominant dynamics are linking fluxes of water and carbon. This study uses the simplest empirical dynamical systems models-two-dimensional linear models-and observation-based data from satellites, eddy covariance towers, weather stations, and machine-learning-derived products to determine the dominant sub-annual timescales coupling carbon uptake and (normalized) evaporation fluxes. We find two dominant modes across the Contiguous United States: (1) a negative correlation timescale on the order of a few days during which landscapes dry after precipitation and plants increase their carbon uptake through photosynthetic upregulation. (2) A slow, seasonal-scale positive covariation through which landscape drying leads to decreased growth and carbon uptake. The slow (positively correlated) process dominates the joint distribution of local water and carbon variables, leading to similar behaviors across space, biomes, and climate regions. We propose that vegetation cover/leaf area variables link this behavior across space, leading to strong emergent spatial patterns of water/carbon coupling in the mean. The spatial pattern of local temporal dynamics-positively sloped tangent lines to a convex long-term mean-state curve-is surprisingly strong, and can serve as a benchmark for coupled Earth System Models. We show that many such models do not represent this emergent mean-state pattern, and hypothesize that this may be due to lack of water-carbon feedbacks at daily scales.


Assuntos
Ciclo do Carbono , Estações do Ano , Estados Unidos , Água/metabolismo , Modelos Teóricos , Ecossistema , Fotossíntese , Ciclo Hidrológico , Plantas/metabolismo , Carbono/análise , Carbono/metabolismo
7.
Ann Neurol ; 96(5): 823-825, 2024 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-38963263

RESUMO

Deans of medical schools have diverse roles and responsibilities. In this article, we use the career development trajectories of neurologists who have become education deans in student affairs and curriculum to offer advice to aspiring clinician educators of all levels and backgrounds. Although their roles differ, the advice they share is universal and essential for the career development of future clinician educators. ANN NEUROL 2024;96:823-825.


Assuntos
Neurologia , Humanos , Neurologia/educação , Docentes de Medicina/educação , Currículo , Faculdades de Medicina , Educação Médica/métodos , Neurologistas/educação
8.
Eur J Orthop Surg Traumatol ; 34(6): 3201-3206, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-39060553

RESUMO

BACKGROUND: Open subpectoral biceps tenodesis (OSBT) with cortical button fixation has been shown to deliver acceptable results in the short and intermediate term for long head of the biceps (LHB) pathology with the benefit of smaller bone tunnel diameter and a reduced risk of postoperative humeral shaft fracture. The primary purpose of this study was to determine whether OSBT with cortical button fixation results in significant improvements in patient reported outcomes (PROs) from pre-operative to long-term final follow-up. METHODS: A retrospective analysis of patients who underwent OSBT with cortical button fixation at a single institution between the years of 2012 and 2014 was conducted and PROs were collected in the intermediate (> 2 years follow-up) and long term (> 9 years follow-up). PROs were measured pre-operatively, at intermediate follow-up, and at long-term follow-up using three validated questionnaires: American Shoulder and Elbow Surgeons (ASES) score, Disabilities of the Arm, Shoulder, and Hand (DASH) score, and Oxford Shoulder Score (OSS). Patients were additionally asked at final follow-up if they would undergo the same procedure again if they needed it. RESULTS: Twenty-nine (29) patients with a mean age of 51.16 ± 9.06 years at the time of surgery were included in the study at final follow-up. Mean final follow-up time was 10.2 ± 0.5 years (range: 9.2-11.1 years). All PROs (ASES, OSS, and DASH) demonstrated statistically significant improvements from pre-operative to final follow-up with p < 0.01 for each. The proportions of patients exceeding established values for minimum clinically important difference (MCID) were 96.55%, 93.10%, and 75.86% for ASES, OSS, and DASH respectively. Only one patient had required re-operation as of final follow-up. None experienced humeral fractures post-operatively. A significant majority (89.66%; p < 0.01) of patients reported that they would undergo the same procedure again if they needed it. Fifty-three (53) patients were included in the study at intermediate follow-up with a mean follow-up time of 3.5 ± 1.4 years (range: 2-5.3 years). There were no statistically significant differences in any of the PRO measures from intermediate to long-term follow-up. CONCLUSION: This study reported a minimum 9-year follow-up of patients undergoing OSBT with cortical button fixation for the management of LHBT pathology in the setting of concomitant shoulder procedures. All patients had significantly improved functional outcomes assessed with ASES, OSS, and DASH and no obvious differences in median group scores were found between patients assessed at intermediate (mean 3.5 years) and final (mean 10.2 years) follow-up. No infections, fractures, or fixation failures were reported.


Assuntos
Medidas de Resultados Relatados pelo Paciente , Tenodese , Humanos , Tenodese/métodos , Pessoa de Meia-Idade , Masculino , Feminino , Estudos Retrospectivos , Adulto , Idoso , Seguimentos , Músculo Esquelético/cirurgia
9.
J Hematop ; 17(3): 179-182, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-38977645

RESUMO

A 51-year-old female with menorrhagia was found to have a cervical polyp. Polypectomy and endometrial curettage showed an atypical lymphoid infiltrate. Hysterectomy was performed, showing extensive myometrial infiltration by small, cytologically bland CD3-positive αß T cells with a non-activated cytotoxic phenotype and a low proliferative rate. PCR showed clonal TCR-ß gene rearrangement. Lymph nodes were uninvolved. PET-CT was negative. A diagnosis of CD8-positive T-cell lymphoproliferative disorder (T-LPD) was made. At 6 months, the patient was asymptomatic with a negative repeat PET-CT. A critical recent advance in the classification of lymphoid neoplasms is the recognition of indolent extranodal T-LPDs, including those of the gastrointestinal tract (T-cell and NK-cell types) and skin (small/medium CD4-positive and acral CD8-positive). However, T-LPDs of the uterus are rare. Two indolent T-LPDs of the uterus have been reported, both showing a CD8-positive, nonactivated cytotoxic phenotype, low proliferative rate, and clonal TCR rearrangement. Neither developed systemic disease nor recurrence. The etiology of indolent T-LPDs and their relationship to overt T-cell lymphomas remain poorly understood. T-LPDs of the uterus may arise from effector memory T-cells that establish long-term, tissueresident immunologic memory following exposure to fetal extravillous trophoblastic cell alloantigens during a previous pregnancy. Neither our patient nor the 2 previously reported had a current pregnancy or a known recent infection or toxic exposure, and the event(s) triggering evolution into T-LPD are unknown. Indolent T-LPDs can be encountered at new and unusual extranodal sites; knowledge of their clinicopathological features will help avoid unnecessary cytotoxic chemotherapy and improve understanding of this group of disorders.


Assuntos
Linfócitos T CD8-Positivos , Transtornos Linfoproliferativos , Neoplasias Uterinas , Humanos , Feminino , Pessoa de Meia-Idade , Transtornos Linfoproliferativos/patologia , Transtornos Linfoproliferativos/imunologia , Transtornos Linfoproliferativos/diagnóstico , Linfócitos T CD8-Positivos/imunologia , Linfócitos T CD8-Positivos/patologia , Neoplasias Uterinas/patologia , Neoplasias Uterinas/imunologia , Neoplasias Uterinas/cirurgia
11.
Nat Commun ; 15(1): 4826, 2024 Jun 06.
Artigo em Inglês | MEDLINE | ID: mdl-38844502

RESUMO

During extensive periods without rain, known as dry-downs, decreasing soil moisture (SM) induces plant water stress at the point when it limits evapotranspiration, defining a critical SM threshold (θcrit). Better quantification of θcrit is needed for improving future projections of climate and water resources, food production, and ecosystem vulnerability. Here, we combine systematic satellite observations of the diurnal amplitude of land surface temperature (dLST) and SM during dry-downs, corroborated by in-situ data from flux towers, to generate the observation-based global map of θcrit. We find an average global θcrit of 0.19 m3/m3, varying from 0.12 m3/m3 in arid ecosystems to 0.26 m3/m3 in humid ecosystems. θcrit simulated by Earth System Models is overestimated in dry areas and underestimated in wet areas. The global observed pattern of θcrit reflects plant adaptation to soil available water and atmospheric demand. Using explainable machine learning, we show that aridity index, leaf area and soil texture are the most influential drivers. Moreover, we show that the annual fraction of days with water stress, when SM stays below θcrit, has increased in the past four decades. Our results have important implications for understanding the inception of water stress in models and identifying SM tipping points.


Assuntos
Ecossistema , Solo , Água , Solo/química , Água/metabolismo , Temperatura , Transpiração Vegetal/fisiologia , Plantas/metabolismo , Desidratação , Folhas de Planta/fisiologia , Clima , Chuva , Aprendizado de Máquina
12.
Blood Cancer J ; 14(1): 100, 2024 Jun 20.
Artigo em Inglês | MEDLINE | ID: mdl-38902256

RESUMO

Recent genetic and molecular classification of DLBCL has advanced our knowledge of disease biology, yet were not designed to predict early events and guide anticipatory selection of novel therapies. To address this unmet need, we used an integrative multiomic approach to identify a signature at diagnosis that will identify DLBCL at high risk of early clinical failure. Tumor biopsies from 444 newly diagnosed DLBCL were analyzed by WES and RNAseq. A combination of weighted gene correlation network analysis and differential gene expression analysis was used to identify a signature associated with high risk of early clinical failure independent of IPI and COO. Further analysis revealed the signature was associated with metabolic reprogramming and identified cases with a depleted immune microenvironment. Finally, WES data was integrated into the signature and we found that inclusion of ARID1A mutations resulted in identification of 45% of cases with an early clinical failure which was validated in external DLBCL cohorts. This novel and integrative approach is the first to identify a signature at diagnosis, in a real-world cohort of DLBCL, that identifies patients at high risk for early clinical failure and may have significant implications for design of therapeutic options.


Assuntos
Linfoma Difuso de Grandes Células B , Humanos , Linfoma Difuso de Grandes Células B/genética , Linfoma Difuso de Grandes Células B/diagnóstico , Masculino , Feminino , Perfilação da Expressão Gênica , Pessoa de Meia-Idade , Transcriptoma , Mutação , Regulação Neoplásica da Expressão Gênica , Fatores de Transcrição/genética , Biomarcadores Tumorais/genética , Idoso , Prognóstico , Microambiente Tumoral , Sequenciamento do Exoma , Adulto , Proteínas de Ligação a DNA/genética , Falha de Tratamento
13.
Blood ; 144(5): 525-540, 2024 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-38701426

RESUMO

ABSTRACT: Rearrangements that place the oncogenes MYC, BCL2, or BCL6 adjacent to superenhancers are common in mature B-cell lymphomas. Lymphomas with diffuse large B-cell lymphoma (DLBCL) or high-grade morphology with both MYC and BCL2 rearrangements are classified as high-grade B-cell lymphoma with MYC and BCL2 rearrangements ("double hit"; HGBCL-DH-BCL2) and are associated with aggressive disease and poor outcomes. Although it is established that MYC rearrangements involving immunoglobulin (IG) loci are associated with inferior outcomes relative to those involving other non-IG superenhancers, the frequency of and mechanisms driving IG vs non-IG MYC rearrangements have not been elucidated. Here, we used custom targeted capture and/or whole-genome sequencing to characterize oncogene rearrangements across 883 mature B-cell lymphomas including Burkitt lymphoma, follicular lymphoma, DLBCL, and HGBCL-DH-BCL2 tumors. We demonstrate that, although BCL2 rearrangement topology is consistent across entities, HGBCL-DH-BCL2 have distinct MYC rearrangement architecture relative to tumors with single MYC rearrangements or with both MYC and BCL6 rearrangements (HGBCL-DH-BCL6), including both a higher frequency of non-IG rearrangements and different architecture of MYC::IGH rearrangements. The distinct MYC rearrangement patterns in HGBCL-DH-BCL2 occur on the background of high levels of somatic hypermutation across MYC partner loci in HGBCL-DH-BCL2, creating more opportunity to form these rearrangements. Furthermore, because 1 IGH allele is already disrupted by the existing BCL2 rearrangement, the MYC rearrangement architecture in HGBCL-DH-BCL2 likely reflects selective pressure to preserve both BCL2 and B-cell receptor expression. These data provide new mechanistic explanations for the distinct patterns of MYC rearrangements observed across different lymphoma entities.


Assuntos
Rearranjo Gênico , Proteínas Proto-Oncogênicas c-bcl-2 , Proteínas Proto-Oncogênicas c-myc , Humanos , Proteínas Proto-Oncogênicas c-bcl-2/genética , Proteínas Proto-Oncogênicas c-myc/genética , Linfoma de Células B/genética , Linfoma de Células B/patologia , Linfoma Difuso de Grandes Células B/genética , Linfoma Difuso de Grandes Células B/patologia
14.
EClinicalMedicine ; 72: 102592, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38633575

RESUMO

Background: Marginal zone lymphomas (MZL), comprised of three unique but related subtypes, lack a unifying prognostic score applicable to all the patients in need for systemic chemotherapy and/or immunotherapy. Methods: Patients from the prospective NF10 study (NCT02904577) with newly diagnosed MZL and receiving frontline systemic therapy at diagnosis or after observation were used to train a prognostic model. The primary endpoint was progression-free survival (PFS) from start of treatment. The model was externally validated in a pooled analysis of two independent cohorts from the University of Iowa and Mayo Clinic Molecular Epidemiology Resource and the University of Miami. Findings: We identified 501 eligible patients. After multivariable modeling, lactate dehydrogenase (LDH) above upper normal limit, hemoglobin <12 g/dL, absolute lymphocyte count <1 × 109/L, platelets <100 × 109/L, and MZL subtype (nodal or disseminated) were independently associated with inferior PFS. The proposed MZL International Prognostic index (MZL-IPI) combined these 5 factors, and we defined low (LRG, 0 factors, 27%), intermediate (IRG, 1-2 factors, 57%) and high (HRG, 3+ factors, 16%) risk groups with 5-y PFS of 85%, 66%, and 37%, respectively (c-Harrell = 0.64). Compared to the LRG, the IRG (Hazard Ratio [HR] = 2.30, 95% CI 1.39-3.80) and HRG (HR = 5.41, 95% CI 3.12-9.38) had inferior PFS. Applying the MZL-IPI to the pooled US cohort (N = 353), 94 (27%), 192 (54%), and 67 (19%) patients were classified as LRG, IRG, and HRG, respectively, and the model was validated for PFS (log-rank test p = 0.0018; c-Harrell = 0.578, 95% CI 0.54-0.62). The MZL-IPI was also prognostic for OS in both the training and the external validation sets. Interpretation: MZL-IPI is a new prognostic score for use in all patients with MZL considered for systemic treatment. Funding: The MER was supported by P50 CA97274 and U01 CA195568.

16.
Am J Surg Pathol ; 48(5): 501-510, 2024 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-38533681

RESUMO

Lymphomatoid papulosis (LyP) has several histopathologic presentations. LyP featuring gamma-delta (γδ) T-cell receptor expression may masquerade as and may be misdiagnosed as aggressive cutaneous T-cell lymphoma, particularly primary cutaneous γδ T-cell lymphoma (PCGDTL) or γδ mycosis fungoides. We performed a clinicopathologic analysis of the largest series of LyP featuring γδ T-cell expression. We identified 26 patients with a diagnosis of LyP with γδ T cells from our institutions, as well as through a comprehensive review of the literature, and characterized these cases. Most cases were treated with topical steroids or not treated at all. The majority of cases showed a CD4 - CD8 + phenotype and featured at least one cytotoxic marker. Histopathologic features included an intraepidermal or dermal infiltrate with large cells and frequent angiotropism. One case was initially misdiagnosed as PCGDTL, requiring further therapy. Our case series, the largest international cohort of γδ T cell predominant LyP cases, confirms marked clinicopathologic heterogeneity that may contribute to misdiagnosis, reasserting the need to identify classic clinical features, CD30 + T-cell components, and markers of cytotoxicity when dealing with this differential diagnosis. A limitation of this study includes somewhat limited follow-up, histologic, and immunophenotypic information for some cases.


Assuntos
Linfoma Cutâneo de Células T , Papulose Linfomatoide , Micose Fungoide , Neoplasias Cutâneas , Humanos , Papulose Linfomatoide/patologia , Neoplasias Cutâneas/patologia , Micose Fungoide/patologia , Receptores de Antígenos de Linfócitos T
17.
Plast Reconstr Surg ; 154(3): 473-483, 2024 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-38412359

RESUMO

BACKGROUND: In the absence of high-quality evidence, there is a need for guidelines and multidisciplinary consensus recommendations on breast implant-associated anaplastic large-cell lymphoma (BIA-ALCL). The purpose of this expert consensus conference was to evaluate the existing evidence regarding the diagnosis and management of BIA-ALCL caused by textured implants. This article aims to provide evidence-based recommendations regarding the management and prevention of BIA-ALCL. METHODS: A comprehensive search was conducted in the MEDLINE, Cochrane Library, and Embase databases, and supplemented by manual searches of relevant English-language articles and "related articles" sections. Studies focusing on breast surgery and lymphoma associated with breast implants were included for analysis. Meta-analyses were performed and reviewed by experts selected by the American Association of Plastic Surgeons using a Delphi consensus method. RESULTS: A total of 840 articles published between January of 2011 and January of 2023 were initially identified and screened. The full text of 188 articles was assessed. An additional 43 articles were excluded for focus, and 145 articles were included in the synthesis of results, with 105 of them being case reports or case series. The analysis encompassed a comprehensive examination of the selected articles to determine the incidence, risk factors, clinical presentation, diagnostic approaches, and treatment modalities related to BIA-ALCL. CONCLUSIONS: Plastic surgeons should be aware of the elevated risks by implant surface type, implement appropriate patient surveillance, and follow the recommendations outlined in this statement to ensure patient safety and optimize outcomes. Ongoing research on the pathogenesis, genetic drivers, and preventative and prophylactic measures for BIA-ALCL is crucial for improving patient care. CLINICAL QUESTION/LEVEL OF EVIDENCE: Risk, V.


Assuntos
Implantes de Mama , Neoplasias da Mama , Linfoma Anaplásico de Células Grandes , Humanos , Linfoma Anaplásico de Células Grandes/etiologia , Linfoma Anaplásico de Células Grandes/epidemiologia , Linfoma Anaplásico de Células Grandes/diagnóstico , Linfoma Anaplásico de Células Grandes/prevenção & controle , Linfoma Anaplásico de Células Grandes/terapia , Implantes de Mama/efeitos adversos , Feminino , Neoplasias da Mama/etiologia , Neoplasias da Mama/cirurgia , Neoplasias da Mama/diagnóstico , Implante Mamário/efeitos adversos , Consenso , Estados Unidos/epidemiologia , Sociedades Médicas/normas , Fatores de Risco , Complicações Pós-Operatórias/etiologia , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/diagnóstico , Complicações Pós-Operatórias/prevenção & controle
18.
Diagn Pathol ; 19(1): 17, 2024 Jan 19.
Artigo em Inglês | MEDLINE | ID: mdl-38243330

RESUMO

BACKGROUND: c-MYC and BCL2 positivity are important prognostic factors for diffuse large B-cell lymphoma. However, manual quantification is subject to significant intra- and inter-observer variability. We developed an automated method for quantification in whole-slide images of tissue sections where manual quantification requires evaluating large areas of tissue with possibly heterogeneous staining. We train this method using annotations of tumor positivity in smaller tissue microarray cores where expression and staining are more homogeneous and then translate this model to whole-slide images. METHODS: Our method applies a technique called attention-based multiple instance learning to regress the proportion of c-MYC-positive and BCL2-positive tumor cells from pathologist-scored tissue microarray cores. This technique does not require annotation of individual cell nuclei and is trained instead on core-level annotations of percent tumor positivity. We translate this model to scoring of whole-slide images by tessellating the slide into smaller core-sized tissue regions and calculating an aggregate score. Our method was trained on a public tissue microarray dataset from Stanford and applied to whole-slide images from a geographically diverse multi-center cohort produced by the Lymphoma Epidemiology of Outcomes study. RESULTS: In tissue microarrays, the automated method had Pearson correlations of 0.843 and 0.919 with pathologist scores for c-MYC and BCL2, respectively. When utilizing standard clinical thresholds, the sensitivity/specificity of our method was 0.743 / 0.963 for c-MYC and 0.938 / 0.951 for BCL2. For double-expressors, sensitivity and specificity were 0.720 and 0.974. When translated to the external WSI dataset scored by two pathologists, Pearson correlation was 0.753 & 0.883 for c-MYC and 0.749 & 0.765 for BCL2, and sensitivity/specificity was 0.857/0.991 & 0.706/0.930 for c-MYC, 0.856/0.719 & 0.855/0.690 for BCL2, and 0.890/1.00 & 0.598/0.952 for double-expressors. Survival analysis demonstrates that for progression-free survival, model-predicted TMA scores significantly stratify double-expressors and non double-expressors (p = 0.0345), whereas pathologist scores do not (p = 0.128). CONCLUSIONS: We conclude that proportion of positive stains can be regressed using attention-based multiple instance learning, that these models generalize well to whole slide images, and that our models can provide non-inferior stratification of progression-free survival outcomes.


Assuntos
Aprendizado Profundo , Linfoma Difuso de Grandes Células B , Humanos , Prognóstico , Proteínas Proto-Oncogênicas c-myc/metabolismo , Proteínas Proto-Oncogênicas c-bcl-2/metabolismo , Protocolos de Quimioterapia Combinada Antineoplásica
19.
Am J Hematol ; 99(3): 408-421, 2024 03.
Artigo em Inglês | MEDLINE | ID: mdl-38217361

RESUMO

To address the current and long-term unmet health needs of the growing population of non-Hodgkin lymphoma (NHL) patients, we established the Lymphoma Epidemiology of Outcomes (LEO) cohort study (NCT02736357; https://leocohort.org/). A total of 7735 newly diagnosed patients aged 18 years and older with NHL were prospectively enrolled from 7/1/2015 to 5/31/2020 at 8 academic centers in the United States. The median age at diagnosis was 62 years (range, 18-99). Participants came from 49 US states and included 538 Black/African-Americans (AA), 822 Hispanics (regardless of race), 3386 women, 716 age <40 years, and 1513 rural residents. At study baseline, we abstracted clinical, pathology, and treatment data; banked serum/plasma (N = 5883, 76.0%) and germline DNA (N = 5465, 70.7%); constructed tissue microarrays for four major NHL subtypes (N = 1189); and collected quality of life (N = 5281, 68.3%) and epidemiologic risk factor (N = 4489, 58.0%) data. Through August 2022, there were 1492 deaths. Compared to population-based SEER data (2015-2019), LEO participants had a similar distribution of gender, AA race, Hispanic ethnicity, and NHL subtype, while LEO was underrepresented for patients who were Asian and aged 80 years and above. Observed overall survival rates for LEO at 1 and 2 years were similar to population-based SEER rates for indolent B-cell (follicular and marginal zone) and T-cell lymphomas, but were 10%-15% higher than SEER rates for aggressive B-cell subtypes (diffuse large B-cell and mantle cell). The LEO cohort is a robust and comprehensive national resource to address the role of clinical, tumor, host genetic, epidemiologic, and other biologic factors in NHL prognosis and survivorship.


Assuntos
Linfoma não Hodgkin , Qualidade de Vida , Humanos , Feminino , Estados Unidos/epidemiologia , Adolescente , Adulto Jovem , Adulto , Pessoa de Meia-Idade , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Linfoma não Hodgkin/diagnóstico , Linfócitos B/patologia , Prognóstico
20.
Leuk Lymphoma ; 65(3): 333-338, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38189774

RESUMO

Patients with asymptomatic follicular lymphoma (AFL) are candidates for observation or immunotherapy. Given the effectiveness of radiation therapy in FL, another option is 90Yttrium-ibritumomab tiuxetan radioimmunotherapy (RIT). We conducted a trial where untreated AFL patients were randomized to rituximab 375 mg/m2 weekly × 4 or rituximab 250 mg/m2 days 1, 8, and 0.4 mCi/kg (maximum 32 mCi) of RIT day 8. Twenty patients were enrolled before the study was halted due to unavailability of RIT. The ORR for rituximab and RIT were 90% and 80%, respectively; the CR rate at 6 months was 30% and 60%, respectively. After a median follow-up of 67 months, eight patients have progressed-three in the rituximab arm and five in the RIT arm and five have required systemic therapy. All patients remain alive. Both agents are highly active for AFL. The 1-week treatment with RIT and sparing of T-cells make combination therapy with newer agents attractive.


Assuntos
Anticorpos Monoclonais , Linfoma Folicular , Linfoma não Hodgkin , Humanos , Rituximab/uso terapêutico , Linfoma Folicular/diagnóstico , Linfoma Folicular/terapia , Radioimunoterapia , Radioisótopos de Ítrio/uso terapêutico , Linfoma não Hodgkin/terapia , Resultado do Tratamento
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