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1.
Clin Cancer Res ; 30(8): 1669-1684, 2024 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-38345769

RESUMO

PURPOSE: ERBB2-amplified colorectal cancer is a distinct molecular subtype with expanding treatments. Implications of concurrent oncogenic RAS/RAF alterations are not known. EXPERIMENTAL DESIGN: Dana-Farber and Foundation Medicine Inc. Colorectal cancer cohorts with genomic profiling were used to identify ERBB2-amplified cases [Dana-Farber, n = 47/2,729 (1.7%); FMI, n = 1857/49,839 (3.7%)]. Outcomes of patients receiving HER2-directed therapies are reported (Dana-Farber, n = 9; Flatiron Health-Foundation Medicine clinicogenomic database, FH-FMI CGDB, n = 38). Multisite HER2 IHC and genomic profiling were performed to understand HER2 intratumoral and interlesional heterogeneity. The impact of concurrent RAS comutations on the effectiveness of HER2-directed therapies were studied in isogenic colorectal cancer cell lines and xenografts. RESULTS: ERBB2 amplifications are enriched in left-sided colorectal cancer. Twenty percent of ERBB2-amplified colorectal cancers have co-occurring oncogenic RAS/RAF alterations. While RAS/RAF WT colorectal cancers typically have clonal ERBB2 amplification, colorectal cancers with co-occurring RAS/RAF alterations have lower level ERRB2 amplification, higher intratumoral heterogeneity, and interlesional ERBB2 discordance. These distinct genomic patterns lead to differential responsiveness and patterns of resistance to HER2-directed therapy. ERBB2-amplified colorectal cancer with RAS/RAF alterations are resistant to trastuzumab-based combinations, such as trastuzumab/tucatinib, but retain sensitivity to trastuzumab deruxtecan in in vitro and murine models. Trastuzumab deruxtecan shows clinical efficacy in cases with high-level ERBB2-amplified RAS/RAF coaltered colorectal cancer. CONCLUSIONS: Co-occurring RAS/RAF alterations define a unique subtype of ERBB2-amplified colorectal cancer that has increased intratumoral heterogeneity, interlesional discordance, and resistance to trastuzumab-based combinations. Further examination of trastuzumab deruxtecan in this previously understudied cohort of ERBB2-amplified colorectal cancer is warranted.


Assuntos
Neoplasias Colorretais , Variações do Número de Cópias de DNA , Humanos , Animais , Camundongos , Amplificação de Genes , Neoplasias Colorretais/tratamento farmacológico , Neoplasias Colorretais/genética , Neoplasias Colorretais/metabolismo , Receptor ErbB-2/metabolismo , Trastuzumab/farmacologia , Trastuzumab/uso terapêutico , Resultado do Tratamento , Mutação
2.
Pharmaceut Med ; 38(1): 63-73, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38049618

RESUMO

BACKGROUND: Materials have been distributed in the European Union to inform physicians on the safe use of intravitreal aflibercept (IVT-AFL) as part of the risk-minimization plan for IVT-AFL. OBJECTIVE: We aimed to measure physician knowledge and understanding of key safety information for IVT-AFL. METHODS: The current study was a follow-up cross-sectional survey ('wave 2') to an earlier survey ('wave 1') examining the effectiveness of the IVT-AFL educational materials by assessing physician knowledge of the key safety information. Based on wave 1 results, the educational materials were revised to focus more on items of key concern (e.g., use in women of childbearing potential, procedural information); physicians in France, Germany, Italy, Spain, and the UK completed a questionnaire to evaluate their knowledge of key safety information in the revised educational materials. RESULTS: Among 454 physician respondents (of 4715 invited; response rate 9.6%), most reported having received the IVT-AFL Summary of Product Characteristics (SmPC; 89%) and Prescriber Guide (82%). More than half reported receiving the Injection Procedure Video (54%) and Patient Booklet (65%). The highest percentage of correct answers was observed for questions concerning procedural steps, the most important risks, and safe use as emphasized by the educational materials and the SmPC. CONCLUSION: Physician knowledge and understanding of safe use of IVT-AFL, including for questions that prompted revisions to the educational materials, suggests the need to reconsider methods for developing educational materials to follow best practices (e.g., focusing on only key messages and pretesting with end users).


Assuntos
Médicos , Receptores de Fatores de Crescimento do Endotélio Vascular , Proteínas Recombinantes de Fusão , Humanos , Feminino , Estudos Transversais , Europa (Continente) , Inquéritos e Questionários
3.
J Invest Dermatol ; 144(3): 563-572.e9, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37742913

RESUMO

Sclerotic-type cutaneous chronic graft-versus-host disease is a severe complication of allogeneic hematopoietic stem cell transplantation, with profound morbidity. A dearth of effective, targeted treatment options necessitates further investigation into the molecular mechanisms underlying this T-cell-mediated disease. In this study, we compared the transcriptome in skin biopsies from pediatric and young adult (aged <25 years) patients with sclerotic-type cutaneous chronic graft-versus-host disease (n = 7) with that in demographically matched healthy controls (n = 8) and patients with atopic dermatitis (n = 10) using RNA sequencing with RT-PCR and immunohistochemistry validation. Differential expression was defined as fold change > 1.5 and false discovery rate < 0.05. Sclerotic-type cutaneous chronic graft-versus-host disease exhibited strong and significant T helper (Th)1 skewing through key related cytokines and chemokines (CXCL9/10/11, IFNG/IFN-γ, STAT1/signal transducer and activator of transcription 1). Several markers related to the TSLP-OX40 axis were significantly upregulated relative to those in both controls and lesional atopic dermatitis, including TNFSF4/OX40L, TSLP, and IL33, as well as fibroinflammatory signatures characterized in a prior study in systemic sclerosis. Gene set variation analysis reflected marker-level findings, showing the greatest enrichment of the Th1 and fibroinflammatory pathways, with no global activation identified in Th2 or Th17/Th22. Cell-type deconvolution revealed a significant representation of macrophages and vascular endothelial cells. Sclerotic-type cutaneous chronic graft-versus-host disease in young patients may therefore be characterized by strong Th1-related upregulation with a unique TSLP-OX40 signature, suggesting new therapeutic avenues for this devastating disease.


Assuntos
Síndrome de Bronquiolite Obliterante , Dermatite Atópica , Doença Enxerto-Hospedeiro , Dermatopatias , Adulto Jovem , Humanos , Criança , Citocinas/metabolismo , Dermatite Atópica/genética , Dermatite Atópica/patologia , Células Endoteliais/metabolismo , Células Th2/metabolismo , Doença Enxerto-Hospedeiro/genética , Ligante OX40
4.
J Am Acad Dermatol ; 90(4): 749-758, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38049071

RESUMO

BACKGROUND: Hidradenitis suppurativa (HS) has a high unmet need for better treatments. Biopsies are considered the gold standard for studying molecular alterations in skin. A reproducible, minimally invasive approach is needed for longitudinal monitoring in trials and in pediatric populations. OBJECTIVE: To determine whether skin tape strips can detect molecular alterations in HS and identify biomarkers of disease activity. METHODS: We performed RNA sequencing on tape strips collected from lesional and healthy-appearing (nonlesional) HS skin (n = 22) and healthy controls (n = 21). We correlated the expression of skin biomarkers between tape strips and a previously published gene-signature of HS biopsies. RESULTS: Tape strips detected upregulation of known HS biomarkers (eg, Interleukin[IL]-17A) in nonlesional and/or lesional skin and also identified novel clinically actionable targets, including OX40 and JAK3. The expression of Th17 and tumor necrosis factor-α pathways were highly correlated between tape strips and biopsies. HS clinical severity was significantly associated with expression of biomarkers (eg tumor necrosis factor-α , IL-17 A/F, OX40, JAK1-3, IL-4R) in HS lesional and/or nonlesional skin. LIMITATIONS: Sample size. Tape stripping is limited in depth. CONCLUSION: This study validates tape strips as a minimally-invasive approach to identify cutaneous biomarkers in HS. This provides a novel avenue for monitoring treatment efficacy and a potential step toward individualized therapy in HS.


Assuntos
Hidradenite Supurativa , Criança , Humanos , Hidradenite Supurativa/diagnóstico , Hidradenite Supurativa/genética , Hidradenite Supurativa/tratamento farmacológico , Fator de Necrose Tumoral alfa/uso terapêutico , Pele/patologia , Biomarcadores/metabolismo , Regulação para Cima
5.
Blood Adv ; 8(2): 497-511, 2024 01 23.
Artigo em Inglês | MEDLINE | ID: mdl-38019014

RESUMO

ABSTRACT: Familial platelet disorder with associated myeloid malignancies (FPDMM) is caused by germline RUNX1 mutations and characterized by thrombocytopenia and increased risk of hematologic malignancies. We recently launched a longitudinal natural history study for patients with FPDMM. Among 27 families with research genomic data by the end of 2021, 26 different germline RUNX1 variants were detected. Besides missense mutations enriched in Runt homology domain and loss-of-function mutations distributed throughout the gene, splice-region mutations and large deletions were detected in 6 and 7 families, respectively. In 25 of 51 (49%) patients without hematologic malignancy, somatic mutations were detected in at least 1 of the clonal hematopoiesis of indeterminate potential (CHIP) genes or acute myeloid leukemia (AML) driver genes. BCOR was the most frequently mutated gene (in 9 patients), and multiple BCOR mutations were identified in 4 patients. Mutations in 6 other CHIP- or AML-driver genes (TET2, DNMT3A, KRAS, LRP1B, IDH1, and KMT2C) were also found in ≥2 patients without hematologic malignancy. Moreover, 3 unrelated patients (1 with myeloid malignancy) carried somatic mutations in NFE2, which regulates erythroid and megakaryocytic differentiation. Sequential sequencing data from 19 patients demonstrated dynamic changes of somatic mutations over time, and stable clones were more frequently found in older adult patients. In summary, there are diverse types of germline RUNX1 mutations and high frequency of somatic mutations related to clonal hematopoiesis in patients with FPDMM. Monitoring changes in somatic mutations and clinical manifestations prospectively may reveal mechanisms for malignant progression and inform clinical management. This trial was registered at www.clinicaltrials.gov as #NCT03854318.


Assuntos
Transtornos Herdados da Coagulação Sanguínea , Transtornos Plaquetários , Neoplasias Hematológicas , Leucemia Mieloide Aguda , Transtornos Mieloproliferativos , Humanos , Idoso , Subunidade alfa 2 de Fator de Ligação ao Core/genética , Leucemia Mieloide Aguda/genética , Leucemia Mieloide Aguda/patologia , Transtornos Mieloproliferativos/genética , Neoplasias Hematológicas/genética , Genômica , Células Germinativas/patologia
7.
PLoS One ; 18(11): e0284709, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38019873

RESUMO

BACKGROUND: The gut microbiota in patients with inflammatory bowel disease are perturbed in both composition and function. The vaginal microbiome and its role in the reproductive health of women with inflammatory bowel disease is less well described. OBJECTIVE: We aim to compare the vaginal microbiota of women with inflammatory bowel disease to healthy controls. METHODS: Women with inflammatory bowel disease enrolled in a longitudinal cohort study provided self-collected vaginal swabs. Healthy controls underwent provider-collected vaginal swabs at routine gynecologic exams. All participants completed surveys on health history, vulvovaginal symptoms and gastrointestinal symptoms, if applicable. Microbiota were characterized by sequencing the V4 region of the 16S rRNA gene. Associations between patient characteristics and microbial community composition were evaluated by PERMANOVA and Principal Components Analysis. Lactobacillus dominance of the microbial community was compared between groups using chi-square and Poisson regression. RESULTS: The cohort included 54 women with inflammatory bowel disease (25 Ulcerative colitis, 25 Crohn's Disease) and 26 controls. A majority, 72 (90%) were White; 17 (31%) with inflammatory bowel disease and 7 (27%) controls were postmenopausal. The composition of the vaginal microbiota did not vary significantly by diagnosis or severity of inflammatory bowel disease but did vary by menopausal status (p = 0.042). There were no significant differences in Shannon Diversity Index between healthy controls and women with IBD in premenopausal participants. There was no difference in proportion of Lactobacillus dominance according to diagnosis in premenopausal participants. A subgroup of postmenopausal women with Ulcerative colitis showed a significant higher alpha diversity and a lack of Lactobacillus dominance in the vaginal microbiome. CONCLUSIONS: Menopausal status had a larger impact on vaginal microbial communities than inflammatory bowel disease diagnosis or severity.


Assuntos
Colite Ulcerativa , Doenças Inflamatórias Intestinais , Microbiota , Humanos , Feminino , RNA Ribossômico 16S/genética , Estudos Longitudinais , Microbiota/genética , Vagina , Lactobacillus/genética
8.
Clin Cancer Res ; 29(24): 5047-5056, 2023 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-37819936

RESUMO

PURPOSE: Combining gemcitabine with CHK1 inhibition has shown promise in preclinical models of pancreatic ductal adenocarcinoma (PDAC). Here, we report the findings from a phase I expansion cohort study (NCT02632448) investigating low-dose gemcitabine combined with the CHK1 inhibitor LY2880070 in patients with previously treated advanced PDAC. PATIENTS AND METHODS: Patients with metastatic PDAC were treated with gemcitabine intravenously at 100 mg/m2 on days 1, 8, and 15, and LY2880070 50 mg orally twice daily on days 2-6, 9-13, and 16-20 of each 21-day cycle. Pretreatment tumor biopsies were obtained from each patient for correlative studies and generation of organoid cultures for drug sensitivity testing and biomarker analyses. RESULTS: Eleven patients with PDAC were enrolled in the expansion cohort between August 27, 2020 and July 30, 2021. Four patients (36%) experienced drug-related grade 3 adverse events. No objective radiologic responses were observed, and all patients discontinued the trial by 3.2 months. In contrast to the lack of efficacy observed in patients, organoid cultures derived from biopsies procured from two patients demonstrated strong sensitivity to the gemcitabine/LY2880070 combination and showed treatment-induced upregulation of replication stress and DNA damage biomarkers, including pKAP1, pRPA32, and γH2AX, as well as induction of replication fork instability. CONCLUSIONS: No evidence of clinical activity was observed for combined low-dose gemcitabine and LY2880070 in this treatment-refractory PDAC cohort. However, the gemcitabine/LY2880070 combination showed in vitro efficacy, suggesting that drug sensitivity for this combination in organoid cultures may not predict clinical benefit in patients.


Assuntos
Adenocarcinoma , Carcinoma Ductal Pancreático , Quinase 1 do Ponto de Checagem , Neoplasias Pancreáticas , Humanos , Adenocarcinoma/tratamento farmacológico , Adenocarcinoma/genética , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Carcinoma Ductal Pancreático/tratamento farmacológico , Carcinoma Ductal Pancreático/patologia , Quinase 1 do Ponto de Checagem/antagonistas & inibidores , Estudos de Coortes , Desoxicitidina , Gencitabina , Neoplasias Pancreáticas/tratamento farmacológico , Neoplasias Pancreáticas/patologia , Inibidores de Proteínas Quinases/efeitos adversos , Inibidores de Proteínas Quinases/uso terapêutico , Antineoplásicos/efeitos adversos , Antineoplásicos/farmacologia , Antineoplásicos/uso terapêutico
9.
Blood ; 142(25): 2146-2158, 2023 12 21.
Artigo em Inglês | MEDLINE | ID: mdl-37738626

RESUMO

ABSTRACT: Deleterious germ line RUNX1 variants cause the autosomal dominant familial platelet disorder with associated myeloid malignancy (FPDMM), characterized by thrombocytopenia, platelet dysfunction, and a predisposition to hematologic malignancies (HMs). We launched a FPDMM natural history study and, from January 2019 to December 2021, enrolled 214 participants, including 111 patients with 39 different RUNX1 variants from 45 unrelated families. Seventy of 77 patients had thrombocytopenia, 18 of 18 had abnormal platelet aggregometry, 16 of 35 had decreased platelet dense granules, and 28 of 55 had abnormal bleeding scores. Nonmalignant bone marrows showed increased numbers of megakaryocytes in 12 of 55 patients, dysmegakaryopoiesis in 42 of 55, and reduced cellularity for age in 30 of 55 adult and 17 of 21 pediatric cases. Of 111 patients, 19 were diagnosed with HMs, including myelodysplastic syndrome, acute myeloid leukemia, chronic myelomonocytic leukemia, acute lymphoblastic leukemia, and smoldering myeloma. Of those 19, 18 were relapsed or refractory to upfront therapy and referred for stem cell transplantation. In addition, 28 of 45 families had at least 1 member with HM. Moreover, 42 of 45 patients had allergic symptoms, and 24 of 30 had gastrointestinal (GI) symptoms. Our results highlight the importance of a multidisciplinary approach, early malignancy detection, and wider awareness of inherited disorders. This actively accruing, longitudinal study will genotype and phenotype more patients with FPDMM, which may lead to a better understanding of the disease pathogenesis and clinical course, which may then inform preventive and therapeutic interventions. This trial was registered at www.clinicaltrials.gov as #NCT03854318.


Assuntos
Neoplasias Hematológicas , Leucemia Mieloide Aguda , Transtornos Mieloproliferativos , Trombocitopenia , Adulto , Humanos , Criança , Subunidade alfa 2 de Fator de Ligação ao Core/genética , Estudos Longitudinais , Leucemia Mieloide Aguda/genética , Leucemia Mieloide Aguda/terapia , Leucemia Mieloide Aguda/complicações , Trombocitopenia/genética , Transtornos Mieloproliferativos/complicações , Neoplasias Hematológicas/genética , Neoplasias Hematológicas/terapia , Neoplasias Hematológicas/complicações
11.
J Dent Educ ; 87(12): 1692-1704, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37653454

RESUMO

PURPOSE/OBJECTIVES: Emotional intelligence (EI) supports the clinical and social competencies of a practicing dentist. Reuven Bar-On's EI model is an array of inter-related emotional and social competencies, skills, and behaviors, which consist of five key domains: Self-Perception, Self-Expression, Interpersonal, Decision Making, and Stress Management, and associated with the domains are 15 emotional quotient (EQ) subskills. This study measured the impact of COVID-19 on dental students' EI by comparing measures pre-COVID-19 and during COVID-19 matriculation. METHODS: This retrospective longitudinal study measured EI with the EQ-i 2.0 for higher education. Dental students completed an EQ-i 2.0 assessment (Attempt) at the beginning of matriculation, at the mid-point, and prior to graduation. Ten groups were included, of which the first three completed matriculation prior to the pandemic and the remaining seven matriculated during timeframes intersecting at different times during the pandemic. A paired t-test dependent sample of means (p ≤ 0.05) compared EQ scores for each attempt for all groups. The study compared means for three EQ attempts with the t-test independent sample of means (p ≤ 0.05) for cohorts matriculating pre-COVID-19 and during COVID-19. RESULTS: The pre-COVID-19 groups showed significant increases in EQ with each subsequent attempt. COVID-19-impacted groups demonstrated significant increase in Stress Tolerance and significant decreases, most notably in the domains of Interpersonal and Self-Perception, and subscales of Optimism and Happiness. CONCLUSION(S): COVID-19-related stressors impacted dental students' EI as multiple EI areas declined significantly. Dental educators should minimize organizational stressors and support EI during years 2 and 3 of matriculation.


Assuntos
COVID-19 , Estudantes de Odontologia , Humanos , Estudos Longitudinais , Estudos Retrospectivos , COVID-19/epidemiologia , Inteligência Emocional
12.
Clin Cancer Res ; 29(22): 4627-4643, 2023 11 14.
Artigo em Inglês | MEDLINE | ID: mdl-37463056

RESUMO

PURPOSE: Approximately 8% to 10% of pancreatic ductal adenocarcinomas (PDAC) do not harbor mutations in KRAS. Understanding the unique molecular and clinical features of this subset of pancreatic cancer is important to guide patient stratification for clinical trials of molecularly targeted agents. EXPERIMENTAL DESIGN: We analyzed a single-institution cohort of 795 exocrine pancreatic cancer cases (including 785 PDAC cases) with a targeted multigene sequencing panel and identified 73 patients (9.2%) with KRAS wild-type (WT) pancreatic cancer. RESULTS: Overall, 43.8% (32/73) of KRAS WT cases had evidence of an alternative driver of the MAPK pathway, including BRAF mutations and in-frame deletions and receptor tyrosine kinase fusions. Conversely, 56.2% of cases did not harbor a clear MAPK driver alteration, but 29.3% of these MAPK-negative KRAS WT cases (12/41) demonstrated activating alterations in other oncogenic drivers, such as GNAS, MYC, PIK3CA, and CTNNB1. We demonstrate potent efficacy of pan-RAF and MEK inhibition in patient-derived organoid models carrying BRAF in-frame deletions. Moreover, we demonstrate durable clinical benefit of targeted therapy in a patient harboring a KRAS WT tumor with a ROS1 fusion. Clinically, patients with KRAS WT tumors were significantly younger in age of onset (median age: 62.6 vs. 65.7 years; P = 0.037). SMAD4 mutations were associated with a particularly poor prognosis in KRAS WT cases. CONCLUSIONS: This study defines the genomic underpinnings of KRAS WT pancreatic cancer and highlights potential therapeutic avenues for future investigation in molecularly directed clinical trials. See related commentary by Kato et al., p. 4527.


Assuntos
Carcinoma Ductal Pancreático , Neoplasias Pancreáticas , Humanos , Pessoa de Meia-Idade , Proteínas Proto-Oncogênicas p21(ras)/genética , Proteínas Proto-Oncogênicas B-raf/genética , Proteínas Tirosina Quinases/genética , Proteínas Proto-Oncogênicas/genética , Neoplasias Pancreáticas/tratamento farmacológico , Neoplasias Pancreáticas/genética , Mutação , Carcinoma Ductal Pancreático/tratamento farmacológico , Carcinoma Ductal Pancreático/genética
13.
JCO Precis Oncol ; 7: e2200572, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-37343200

RESUMO

PURPOSE: GI cancers commonly spread to the peritoneal cavity, particularly from primary adenocarcinomas of the stomach and appendix. Peritoneal metastases are difficult to visualize on cross-sectional imaging and cause substantial morbidity and mortality. The purpose of this study was to determine whether serial highly sensitive tumor-informed circulating tumor DNA (ctDNA) measurements could longitudinally track changes in disease burden and inform clinical care. METHODS: This was a retrospective case series of patients with gastric or appendiceal adenocarcinoma and isolated peritoneal disease that was radiographically occult. Patients underwent quantitative tumor-informed ctDNA testing (Signatera) as part of routine clinical care. No interventions were prespecified based on ctDNA results. RESULTS: Of 13 patients studied, the median age was 65 (range, 45-75) years, with 7 (54%) women, 5 (38%) patients with gastric, and 8 (62%) patients with appendiceal adenocarcinoma. Eight (62%) patients had detectable ctDNA at baseline measurement, with median value 0.13 MTM/mL (range, 0.06-11.68), and assay was technically unsuccessful in two cases with appendiceal cancer because of limited tumor tissue. Five (100%) patients with gastric cancer and 3 (50%) patients with appendiceal cancer had detectable ctDNA at baseline. Although baseline levels of ctDNA were low, longitudinal assessment tracked with changes in disease burden among patients undergoing chemotherapy for metastatic disease. In two patients undergoing surveillance after definitive surgical management of gastric adenocarcinoma, detection of ctDNA prompted diagnosis of isolated peritoneal disease. CONCLUSION: Quantitative tumor-informed serial ctDNA testing aids clinical management of patients with isolated peritoneal disease. Low levels of baseline ctDNA suggest a role for highly sensitive ctDNA approaches over panel-based testing. Further exploration of this approach should be considered in patients with isolated peritoneal malignant disease.


Assuntos
Adenocarcinoma , Neoplasias do Apêndice , DNA Tumoral Circulante , Neoplasias Peritoneais , Neoplasias Gástricas , Humanos , Feminino , Idoso , Masculino , DNA Tumoral Circulante/genética , Neoplasias Peritoneais/diagnóstico , Neoplasias Peritoneais/genética , Estudos Retrospectivos , Biomarcadores Tumorais/genética , DNA de Neoplasias/genética
14.
Nat Med ; 29(5): 1113-1122, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-37156936

RESUMO

Pancreatic cancer is an aggressive disease that typically presents late with poor outcomes, indicating a pronounced need for early detection. In this study, we applied artificial intelligence methods to clinical data from 6 million patients (24,000 pancreatic cancer cases) in Denmark (Danish National Patient Registry (DNPR)) and from 3 million patients (3,900 cases) in the United States (US Veterans Affairs (US-VA)). We trained machine learning models on the sequence of disease codes in clinical histories and tested prediction of cancer occurrence within incremental time windows (CancerRiskNet). For cancer occurrence within 36 months, the performance of the best DNPR model has area under the receiver operating characteristic (AUROC) curve = 0.88 and decreases to AUROC (3m) = 0.83 when disease events within 3 months before cancer diagnosis are excluded from training, with an estimated relative risk of 59 for 1,000 highest-risk patients older than age 50 years. Cross-application of the Danish model to US-VA data had lower performance (AUROC = 0.71), and retraining was needed to improve performance (AUROC = 0.78, AUROC (3m) = 0.76). These results improve the ability to design realistic surveillance programs for patients at elevated risk, potentially benefiting lifespan and quality of life by early detection of this aggressive cancer.


Assuntos
Aprendizado Profundo , Neoplasias Pancreáticas , Humanos , Pessoa de Meia-Idade , Inteligência Artificial , Qualidade de Vida , Neoplasias Pancreáticas/diagnóstico , Neoplasias Pancreáticas/epidemiologia , Algoritmos , Neoplasias Pancreáticas
15.
Pediatr Qual Saf ; 8(3): e640, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37250613

RESUMO

Adverse childhood experiences (ACEs), including abuse or neglect, parental substance abuse, mental illness, or separation, are public health crises that require identification and response. We aimed to increase annual rates of trauma screening during well-child visits from 0% to 70%, post-traumatic stress disorder (PTSD) symptom screening for children with identified trauma from 0% to 30%, and connection to behavioral health for children with symptoms from 0% to 60%. Methods: Our interdisciplinary behavioral and medical health team implemented 3 plan-do-study-act cycles to improve screening and response to pediatric traumatic experiences. Automated reports and chart reviews measured progress toward goals as we changed screening methods and provider training. Results: During plan-do-study-act cycle 1, a chart review of patients with positive trauma screenings identified various trauma types. During cycle 2, a comparison of screening methods demonstrated that written screening identified trauma among more children than verbal screening (8.3% versus 1.7%). During cycle 3, practices completed trauma screenings at 25,287 (89.8%) well-child visits. Among screenings, 2,441 (9.7%) identified trauma. The abbreviated Post Traumatic Stress Disorder Reaction Index was conducted at 907 (37.2%) encounters and identified 520 children (57.3%) with PTSD symptoms. Among a sample of 250, 26.4% were referred to behavioral health, 43.2% were already connected, and 30.4% had no connection. Conclusions: It is feasible to screen and respond to trauma during well-child visits. Screening method and training implementation changes can improve screening and response to pediatric trauma and PTSD. Further work is needed to increase rates of PTSD symptomology screening and connection to behavioral health.

16.
bioRxiv ; 2023 Jan 17.
Artigo em Inglês | MEDLINE | ID: mdl-36789433

RESUMO

Germline RUNX1 mutations lead to familial platelet disorder with associated myeloid malignancies (FPDMM), which is characterized by thrombocytopenia and a life-long risk (35-45%) of hematological malignancies. We recently launched a longitudinal natural history study for patients with FPDMM at the NIH Clinical Center. Among 29 families with research genomic data, 28 different germline RUNX1 variants were detected. Besides missense mutations enriched in Runt homology domain and loss-of-function mutations distributed throughout the gene, splice-region mutations and large deletions were detected in 6 and 7 families, respectively. In 24 of 54 (44.4%) non-malignant patients, somatic mutations were detected in at least one of the clonal hematopoiesis of indeterminate potential (CHIP) genes or acute myeloid leukemia (AML) driver genes. BCOR was the most frequently mutated gene (in 9 patients), and multiple BCOR mutations were identified in 4 patients. Mutations in 7 other CHIP or AML driver genes ( DNMT3A, TET2, NRAS, SETBP1, SF3B1, KMT2C , and LRP1B ) were also found in more than one non-malignant patient. Moreover, three unrelated patients (one with myeloid malignancy) carried somatic mutations in NFE2 , which regulates erythroid and megakaryocytic differentiation. Sequential sequencing data from 19 patients demonstrated dynamic changes of somatic mutations over time, and stable clones were more frequently found in elderly patients. In summary, there are diverse types of germline RUNX1 mutations and high frequency of somatic mutations related to clonal hematopoiesis in patients with FPDMM. Monitoring dynamic changes of somatic mutations prospectively will benefit patients’ clinical management and reveal mechanisms for progression to myeloid malignancies. Key Points: Comprehensive genomic profile of patients with FPDMM with germline RUNX1 mutations. Rising clonal hematopoiesis related secondary mutations that may lead to myeloid malignancies.

17.
J Dent Educ ; 86(9): 1182-1190, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-36165265

RESUMO

For centuries, society has called out for transformations to lift all of its members. While it may seem ordinary in our time for women to be dentists or dental educators, the path was neither always easy, nor has true equity been achieved. The modern transformation of dental education and dentistry creates the need for leaders to propose and develop concrete initiatives to advance the profession and benefit society. Areas to address that could lead to increased equity for women include career advancement, leadership opportunities, compensation, career satisfaction, research, and scholarly activity. Our analysis demonstrates that even though the number of full-time female faculty has increased during recent years, most positions (59.5%) at dental schools in the US are held by men (2018-2019). Males were also compensated at higher rates than their female counterparts, and female deans made 7% less in total compensation. Because disparities are evident in pay and academic pathways, new directions and strategies must be employed to ensure parity and gender equity. Facilitating the progress of women in organized dentistry requires efforts of dental academic institutions to invest resources and provide nurturing environments that promote professional performances and leadership skills for women, with these being priorities-considering the current trends that anticipate increased numbers of women in dental academia. All dentists bring their own experiences to the profession, making for rich depth and diversity. As a collective voice, we have a bright future. We can and will move forward together.


Assuntos
Mobilidade Ocupacional , Odontólogas , Docentes de Odontologia , Equidade de Gênero , Educação em Odontologia , Feminino , Humanos , Liderança , Masculino
19.
Front Neurosci ; 16: 954999, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36033603

RESUMO

Women are disproportionately affected by Alzheimer's disease (AD), yet little is known about sex-specific effects on the development of AD in the Down syndrome (DS) population. DS is caused by a full or partial triplication of chromosome 21, which harbors the amyloid precursor protein (APP) gene, among others. The majority of people with DS in their early- to mid-40s will accumulate sufficient amyloid-beta (Aß) in their brains along with neurofibrillary tangles (NFT) for a neuropathological diagnosis of AD, and the triplication of the APP gene is regarded as the main cause. Studies addressing sex differences with age and impact on dementia in people with DS are inconsistent. However, women with DS experience earlier age of onset of menopause, marked by a drop in estrogen, than women without DS. This review focuses on key sex differences observed with age and AD in people with DS and a discussion of possible underlying mechanisms that could be driving or protecting from AD development in DS. Understanding how biological sex influences the brain will lead to development of dedicated therapeutics and interventions to improve the quality of life for people with DS and AD.

20.
Cell ; 185(13): 2213-2233.e25, 2022 06 23.
Artigo em Inglês | MEDLINE | ID: mdl-35750033

RESUMO

The impact of apolipoprotein E ε4 (APOE4), the strongest genetic risk factor for Alzheimer's disease (AD), on human brain cellular function remains unclear. Here, we investigated the effects of APOE4 on brain cell types derived from population and isogenic human induced pluripotent stem cells, post-mortem brain, and APOE targeted replacement mice. Population and isogenic models demonstrate that APOE4 local haplotype, rather than a single risk allele, contributes to risk. Global transcriptomic analyses reveal human-specific, APOE4-driven lipid metabolic dysregulation in astrocytes and microglia. APOE4 enhances de novo cholesterol synthesis despite elevated intracellular cholesterol due to lysosomal cholesterol sequestration in astrocytes. Further, matrisome dysregulation is associated with upregulated chemotaxis, glial activation, and lipid biosynthesis in astrocytes co-cultured with neurons, which recapitulates altered astrocyte matrisome signaling in human brain. Thus, APOE4 initiates glia-specific cell and non-cell autonomous dysregulation that may contribute to increased AD risk.


Assuntos
Doença de Alzheimer , Células-Tronco Pluripotentes Induzidas , Doença de Alzheimer/genética , Doença de Alzheimer/metabolismo , Animais , Apolipoproteína E3/genética , Apolipoproteína E3/metabolismo , Apolipoproteína E4/genética , Apolipoproteína E4/metabolismo , Apolipoproteínas E/genética , Apolipoproteínas E/metabolismo , Astrócitos/metabolismo , Colesterol/metabolismo , Humanos , Células-Tronco Pluripotentes Induzidas/metabolismo , Camundongos , Microglia/metabolismo
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