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1.
ESMO Open ; 7(6): 100611, 2022 12.
Article in English | MEDLINE | ID: mdl-36463731

ABSTRACT

BACKGROUND: In ∼3%-5% of patients with metastatic disease, tumor origin remains unknown despite modern imaging techniques and extensive pathology work-up. With long diagnostic delays and limited and ineffective therapy options, the clinical outcome of patients with cancer of unknown primary (CUP) remains poor. Large-scale genome sequencing studies have revealed that tumor types can be predicted based on distinct patterns of somatic variants and other genomic characteristics. Moreover, actionable genomic events are present in almost half of CUP patients. This study investigated the clinical value of whole genome sequencing (WGS) in terms of primary tumor identification and detection of actionable events, in the routine diagnostic work-up of CUP patients. PATIENTS AND METHODS: A WGS-based tumor type 'cancer of unknown primary prediction algorithm' (CUPPA) was developed based on previously described principles and validated on a large pan-cancer WGS database of metastatic cancer patients (>4000 samples) and 254 independent patients, respectively. We assessed the clinical value of this prediction algorithm as part of routine WGS-based diagnostic work-up for 72 CUP patients. RESULTS: CUPPA correctly predicted the primary tumor type in 78% of samples in the independent validation cohort (194/254 patients). High-confidence predictions (>95% precision) were obtained for 162/254 patients (64%). When integrated in the diagnostic work-up of CUP patients, CUPPA could identify a primary tumor type for 49/72 patients (68%). Most common diagnoses included non-small-cell lung (n = 7), gastroesophageal (n = 4), pancreatic (n = 4), and colorectal cancer (n = 3). Actionable events with matched therapy options in clinical trials were identified in 47% of patients. CONCLUSIONS: Genome-based tumor type prediction can predict cancer diagnoses with high accuracy when integrated in the routine diagnostic work-up of patients with metastatic cancer. With identification of the primary tumor type in the majority of patients and detection of actionable events, WGS is a valuable diagnostic tool for patients with CUP.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Neoplasms, Unknown Primary , Humans , Neoplasms, Unknown Primary/diagnosis , Neoplasms, Unknown Primary/genetics , Neoplasms, Unknown Primary/drug therapy , Genomics , Whole Genome Sequencing
2.
Neuropathol Appl Neurobiol ; 42(6): 547-60, 2016 10.
Article in English | MEDLINE | ID: mdl-26373655

ABSTRACT

AIM: The current literature shows no consensus on the localization and number of characteristic neuronal inclusions [p62 and dipeptide repeat proteins (DRPs) positive, TDP-43-negative and TDP-43 positive] in the brain and spinal cord of patients with the hexanucleotide repeat expansion on chromosome 9 (C9ORF72-positive patients). This may be due to small sample sizes. A valid brain map of the inclusions in C9ORF72-positive patients may improve clinicopathological correlations and may serve as a reference for neuropathologists. METHODS: We performed a systematic review on 42 pathological studies to assess the pooled prevalence rates and density (a measure of the number of inclusions per brain region) of (phosphorylated)-TDP-43, p62 and DRP neuronal inclusions in seven brain regions and the spinal cord of 261 C9ORF72-positive patients with amyotrophic lateral sclerosis (ALS), frontotemporal dementia (FTD) and ALS-FTD. RESULTS: In the cerebellum and hippocampus, the pooled prevalence rates of TDP-43 neuronal cytoplasmic inclusions (NCIs; cerebellum: 3.9%; hippocampus: 68.3%) were lower than those of DRP (cerebellum: 97.2%; hippocampus 97.1%). Moreover, TDP-43 inclusion density was lower compared with p62 inclusion density in these regions. The pooled prevalence rate of TDP-43 NCI in the substantia nigra was high (94.4%). DISCUSSION: The findings of this systematic review largely confirm findings of previous smaller studies on the localization and prevalence of inclusions in the central nervous system of C9ORF72-positive patients. The high prevalence of TDP-43 inclusions in the substantia nigra is a relatively new finding and is probably related to the relatively high prevalence of parkinsonism in C9ORF72-positive patients.


Subject(s)
Amyotrophic Lateral Sclerosis/pathology , Brain/pathology , Frontotemporal Dementia/pathology , Inclusion Bodies/pathology , Spinal Cord/pathology , Adult , Aged , Aged, 80 and over , Amyotrophic Lateral Sclerosis/genetics , C9orf72 Protein/genetics , DNA Repeat Expansion/genetics , DNA-Binding Proteins/metabolism , Female , Frontotemporal Dementia/genetics , Humans , Male , Middle Aged , RNA-Binding Proteins/metabolism
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