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1.
Cancer Res ; 83(3): 441-455, 2023 02 03.
Artigo em Inglês | MEDLINE | ID: mdl-36459568

RESUMO

Pancreatic ductal adenocarcinoma (PDAC) has been classified into classical and basal-like transcriptional subtypes by bulk RNA measurements. However, recent work has uncovered greater complexity to transcriptional subtypes than was initially appreciated using bulk RNA expression profiling. To provide a deeper understanding of PDAC subtypes, we developed a multiplex immunofluorescence (mIF) pipeline that quantifies protein expression of six PDAC subtype markers (CLDN18.2, TFF1, GATA6, KRT17, KRT5, and S100A2) and permits spatially resolved, single-cell interrogation of pancreatic tumors from resection specimens and core needle biopsies. Both primary and metastatic tumors displayed striking intratumoral subtype heterogeneity that was associated with patient outcomes, existed at the scale of individual glands, and was significantly reduced in patient-derived organoid cultures. Tumor cells co-expressing classical and basal markers were present in > 90% of tumors, existed on a basal-classical polarization continuum, and were enriched in tumors containing a greater admixture of basal and classical cell populations. Cell-cell neighbor analyses within tumor glands further suggested that co-expressor cells may represent an intermediate state between expression subtype poles. The extensive intratumoral heterogeneity identified through this clinically applicable mIF pipeline may inform prognosis and treatment selection for patients with PDAC. SIGNIFICANCE: A high-throughput pipeline using multiplex immunofluorescence in pancreatic cancer reveals striking expression subtype intratumoral heterogeneity with implications for therapy selection and identifies co-expressor cells that may serve as intermediates during subtype switching.


Assuntos
Carcinoma Ductal Pancreático , Neoplasias Pancreáticas , Humanos , Neoplasias Pancreáticas/patologia , Carcinoma Ductal Pancreático/genética , Carcinoma Ductal Pancreático/patologia , Prognóstico , Fenótipo , RNA , Regulação Neoplásica da Expressão Gênica , Claudinas
2.
JCO Precis Oncol ; 4: 1084-1097, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-35050773

RESUMO

PURPOSE: Given regulatory approval of immune checkpoint inhibitors in patients with mismatch repair-deficient (MMR-D) cancers agnostic to tumor type, it has become important to characterize occurrence of MMR-D and develop cost-effective screening approaches. Using a next-generation sequencing (NGS) panel (OncoPanel), we developed an algorithm to identify MMR-D frequency in tumor samples and applied it in a clinical setting with pathologist review. METHODS: To predict MMR-D, we adapted methods described previously for use in NGS panels, which assess patterns of single base-pair insertion or deletion events occurring in homopolymer regions. Tumors assayed with OncoPanel between July 2013 and July 2018 were included. For tumors tested after June 2017, sequencing results were presented to pathologists in real time for clinical MMR determination, in the context of tumor mutation burden, other mutational signatures, and clinical data. RESULTS: Of 20,301 tumors sequenced, 2.7% (553) were retrospectively classified as MMR-D by the algorithm. Of 4,404 samples with pathologist sign-out of MMR status, the algorithm classified 147 (3.3%) as MMR-D: in 116 cases, MMR-D was confirmed by a pathologist, five cases were overruled by the pathologist, and 26 were assessed as indeterminate. Overall, the highest frequencies of OncoPanel-inferred MMR-D were in endometrial (21%; 152/723), colorectal (9.7%; 169/1,744), and small bowel (9.3%; 9/97) cancers. When algorithm predictions were compared with historical MMR immunohistochemistry or polymerase chain reaction results in a set of 325 tumors sequenced before initiation of pathologist assessment, the overall sensitivity and specificity of the algorithm were 91.1% and 98.2%, respectively. CONCLUSION: We show that targeted, tumor-only NGS can be leveraged to determine MMR signatures across tumor types, suggesting that broader biomarker screening approaches may have clinical value.

3.
Am J Clin Pathol ; 143(5): 627-34, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25873495

RESUMO

OBJECTIVES: To control the cost of reference laboratory testing, to ensure that its usage is medically appropriate, and to review the contribution of reference testing to patient care at our institution. METHODS: A multidisciplinary institutional committee was convened to manage the utilization of reference testing. A subset of tests was designated to be reviewed in real time by a team of clinical pathologists in consultation with clinical subject matter experts. RESULTS: Twelve percent of testing requests, accounting for approximately 18% of send-out costs, were determined to be clinically unnecessary or would not produce actionable results at that point during that patient's care and were therefore not performed. This intervention, combined with insourcing of frequently requested tests, resulted in a reduction in the costs of reference testing to less than half of that predicted by the rate of growth from 2005 to 2009. Molecular diagnostic tests displayed a higher cost per test than other forms of testing but had a similar degree of clinical impact. CONCLUSIONS: Formal prospective review of reference laboratory testing requests resulted in substantial cost containment and improved the efficiency of patient care.


Assuntos
Controle de Custos/métodos , Laboratórios Hospitalares/estatística & dados numéricos , Uso Significativo/estatística & dados numéricos , Serviço Hospitalar de Patologia/estatística & dados numéricos , Revisão da Utilização de Recursos de Saúde , Humanos , Laboratórios Hospitalares/economia , Uso Significativo/economia , Serviço Hospitalar de Patologia/economia , Estudos Prospectivos , Encaminhamento e Consulta
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