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1.
Nature ; 561(7722): 201-205, 2018 09.
Article in English | MEDLINE | ID: mdl-30177826

ABSTRACT

Most adult carcinomas develop from noninvasive precursor lesions, a progression that is supported by genetic analysis. However, the evolutionary and genetic relationships among co-existing lesions are unclear. Here we analysed the somatic variants of pancreatic cancers and precursor lesions sampled from distinct regions of the same pancreas. After inferring evolutionary relationships, we found that the ancestral cell had initiated and clonally expanded to form one or more lesions, and that subsequent driver gene mutations eventually led to invasive pancreatic cancer. We estimate that this multi-step progression generally spans many years. These new data reframe the step-wise progression model of pancreatic cancer by illustrating that independent, high-grade pancreatic precursor lesions observed in a single pancreas often represent a single neoplasm that has colonized the ductal system, accumulating spatial and genetic divergence over time.


Subject(s)
Pancreatic Ducts/pathology , Precancerous Conditions/pathology , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/pathology , Cell Lineage/genetics , Disease Progression , Evolution, Molecular , Humans , INDEL Mutation/genetics , Models, Biological , Mutagenesis , Neoplasm Invasiveness , Pancreatic Ducts/metabolism , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , Polymorphism, Single Nucleotide/genetics , Precancerous Conditions/genetics , Time Factors , Exome Sequencing
2.
Trends Cancer ; 2024 Jul 07.
Article in English | MEDLINE | ID: mdl-38977383

ABSTRACT

Pancreatic cancer is one of the most lethal malignancies, yet much remains to be learned regarding how its precursors develop. In a recent Nature publication, Braxton and Kiemen et al. found that the normal, adult pancreas harbors hundreds to thousands of pancreatic cancer precursors evolving by a variety of routes.

3.
Cell Rep ; 39(5): 110771, 2022 05 03.
Article in English | MEDLINE | ID: mdl-35508134

ABSTRACT

We performed a comparative analysis of human and 12 non-human primates to identify sequence variations in known cancer genes. We identified 395 human-specific fixed non-silent substitutions that emerged during evolution of human. Using bioinformatics analyses for functional consequences, we identified a number of substitutions that are predicted to alter protein function; one of these mutations is located at the most evolutionarily conserved domain of human BRCA2.


Subject(s)
Pan troglodytes , Primates , Animals , BRCA2 Protein/genetics , Evolution, Molecular , Humans , Mutation/genetics , Pan troglodytes/genetics , Proteins/metabolism
4.
Clin Cancer Res ; 27(5): 1516-1525, 2021 03 01.
Article in English | MEDLINE | ID: mdl-33323400

ABSTRACT

PURPOSE: Melanoma is a biologically heterogeneous disease composed of distinct clinicopathologic subtypes that frequently resist treatment. To explore the evolution of treatment resistance and metastasis, we used a combination of temporal and multilesional tumor sampling in conjunction with whole-exome sequencing of 110 tumors collected from 7 patients with cutaneous (n = 3), uveal (n = 2), and acral (n = 2) melanoma subtypes. EXPERIMENTAL DESIGN: Primary tumors, metastases collected longitudinally, and autopsy tissues were interrogated. All but 1 patient died because of melanoma progression. RESULTS: For each patient, we generated phylogenies and quantified the extent of genetic diversity among tumors, specifically among putative somatic alterations affecting therapeutic resistance. CONCLUSIONS: In 4 patients who received immunotherapy, we found 1-3 putative acquired and intrinsic resistance mechanisms coexisting in the same patient, including mechanisms that were shared by all tumors within each patient, suggesting that future therapies directed at overcoming intrinsic resistance mechanisms may be broadly effective.


Subject(s)
Drug Resistance, Neoplasm/genetics , Evolution, Molecular , Immunotherapy/methods , Melanoma/pathology , Mutation , Skin Neoplasms/pathology , Uveal Neoplasms/pathology , Biomarkers, Tumor , Humans , Melanoma/drug therapy , Melanoma/genetics , Melanoma/immunology , Prognosis , Skin Neoplasms/drug therapy , Skin Neoplasms/genetics , Skin Neoplasms/immunology , Uveal Neoplasms/drug therapy , Uveal Neoplasms/genetics , Uveal Neoplasms/immunology
5.
Nat Cancer ; 1(1): 59-74, 2020 01.
Article in English | MEDLINE | ID: mdl-35118421

ABSTRACT

Pancreatic cancer expression profiles largely reflect a classical or basal-like phenotype. The extent to which these profiles vary within a patient is unknown. We integrated evolutionary analysis and expression profiling in multiregion-sampled metastatic pancreatic cancers, finding that squamous features are the histologic correlate of an RNA-seq-defined basal-like subtype. In patients with coexisting basal and squamous and classical and glandular morphology, phylogenetic studies revealed that squamous morphology represented a subclonal population in an otherwise classical and glandular tumor. Cancers with squamous features were significantly more likely to have clonal mutations in chromatin modifiers, intercellular heterogeneity for MYC amplification and entosis. These data provide a unifying paradigm for integrating basal-type expression profiles, squamous histology and somatic mutations in chromatin modifier genes in the context of clonal evolution of pancreatic cancer.


Subject(s)
Carcinoma, Pancreatic Ductal , Carcinoma, Squamous Cell , Pancreatic Neoplasms , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Squamous Cell/genetics , Chromatin , Humans , Pancreatic Neoplasms/genetics , Phylogeny , Pancreatic Neoplasms
6.
Cancer Discov ; 10(6): 792-805, 2020 06.
Article in English | MEDLINE | ID: mdl-32193223

ABSTRACT

Surgery is the only curative option for stage I/II pancreatic cancer; nonetheless, most patients will experience a recurrence after surgery and die of their disease. To identify novel opportunities for management of recurrent pancreatic cancer, we performed whole-exome or targeted sequencing of 10 resected primary cancers and matched intrapancreatic recurrences or distant metastases. We identified that recurrent disease after adjuvant or first-line platinum therapy corresponds to an increased mutational burden. Recurrent disease is enriched for genetic alterations predicted to activate MAPK/ERK and PI3K-AKT signaling and develops from a monophyletic or polyphyletic origin. Treatment-induced genetic bottlenecks lead to a modified genetic landscape and subclonal heterogeneity for driver gene alterations in part due to intermetastatic seeding. In 1 patient what was believed to be recurrent disease was an independent (second) primary tumor. These findings suggest routine post-treatment sampling may have value in the management of recurrent pancreatic cancer. SIGNIFICANCE: The biological features or clinical vulnerabilities of recurrent pancreatic cancer after pancreaticoduodenectomy are unknown. Using whole-exome sequencing we find that recurrent disease has a distinct genomic landscape, intermetastatic genetic heterogeneity, diverse clonal origins, and higher mutational burden than found for treatment-naïve disease.See related commentary by Bednar and Pasca di Magliano, p. 762.This article is highlighted in the In This Issue feature, p. 747.


Subject(s)
Carcinoma, Pancreatic Ductal/genetics , Neoplasm Metastasis/genetics , Neoplasm Recurrence, Local/genetics , Pancreatic Neoplasms/genetics , Carcinoma, Pancreatic Ductal/secondary , Evolution, Molecular , Humans , Neoplasm Recurrence, Local/pathology , Pancreatic Neoplasms/pathology , Exome Sequencing
7.
Nat Rev Cancer ; 19(11): 639-650, 2019 11.
Article in English | MEDLINE | ID: mdl-31455892

ABSTRACT

Genetic intratumoural heterogeneity is a natural consequence of imperfect DNA replication. Any two randomly selected cells, whether normal or cancerous, are therefore genetically different. Here, we review the different forms of genetic heterogeneity in cancer and re-analyse the extent of genetic heterogeneity within seven types of untreated epithelial cancers, with particular regard to its clinical relevance. We find that the homogeneity of predicted functional mutations in driver genes is the rule rather than the exception. In primary tumours with multiple samples, 97% of driver-gene mutations in 38 patients were homogeneous. Moreover, among metastases from the same primary tumour, 100% of the driver mutations in 17 patients were homogeneous. With a single biopsy of a primary tumour in 14 patients, the likelihood of missing a functional driver-gene mutation that was present in all metastases was 2.6%. Furthermore, all functional driver-gene mutations detected in these 14 primary tumours were present among all their metastases. Finally, we found that individual metastatic lesions responded concordantly to targeted therapies in 91% of 44 patients. These analyses indicate that the cells within the primary tumours that gave rise to metastases are genetically homogeneous with respect to functional driver-gene mutations, and we suggest that future efforts to develop combination therapies have the potential to be curative.


Subject(s)
Genetic Heterogeneity , Mutation , Skin Neoplasms/genetics , Skin Neoplasms/pathology , Animals , Biopsy , Clinical Trials as Topic , Epigenesis, Genetic , Humans , Medical Oncology , Neoplasm Metastasis
9.
JCO Precis Oncol ; 7: e2300170, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37285558
10.
Science ; 361(6406): 1033-1037, 2018 09 07.
Article in English | MEDLINE | ID: mdl-30190408

ABSTRACT

Metastases are responsible for the majority of cancer-related deaths. Although genomic heterogeneity within primary tumors is associated with relapse, heterogeneity among treatment-naïve metastases has not been comprehensively assessed. We analyzed sequencing data for 76 untreated metastases from 20 patients and inferred cancer phylogenies for breast, colorectal, endometrial, gastric, lung, melanoma, pancreatic, and prostate cancers. We found that within individual patients, a large majority of driver gene mutations are common to all metastases. Further analysis revealed that the driver gene mutations that were not shared by all metastases are unlikely to have functional consequences. A mathematical model of tumor evolution and metastasis formation provides an explanation for the observed driver gene homogeneity. Thus, single biopsies capture most of the functionally important mutations in metastases and therefore provide essential information for therapeutic decision-making.


Subject(s)
Genetic Heterogeneity , Neoplasm Metastasis/drug therapy , Neoplasm Metastasis/genetics , Neoplasms/drug therapy , Neoplasms/genetics , Humans , Models, Theoretical , Mutation , Neoplasm Metastasis/pathology , Neoplasms/pathology
11.
Nat Commun ; 8: 14114, 2017 01 31.
Article in English | MEDLINE | ID: mdl-28139641

ABSTRACT

Reconstructing the evolutionary history of metastases is critical for understanding their basic biological principles and has profound clinical implications. Genome-wide sequencing data has enabled modern phylogenomic methods to accurately dissect subclones and their phylogenies from noisy and impure bulk tumour samples at unprecedented depth. However, existing methods are not designed to infer metastatic seeding patterns. Here we develop a tool, called Treeomics, to reconstruct the phylogeny of metastases and map subclones to their anatomic locations. Treeomics infers comprehensive seeding patterns for pancreatic, ovarian, and prostate cancers. Moreover, Treeomics correctly disambiguates true seeding patterns from sequencing artifacts; 7% of variants were misclassified by conventional statistical methods. These artifacts can skew phylogenies by creating illusory tumour heterogeneity among distinct samples. In silico benchmarking on simulated tumour phylogenies across a wide range of sample purities (15-95%) and sequencing depths (25-800 × ) demonstrates the accuracy of Treeomics compared with existing methods.


Subject(s)
DNA, Neoplasm/genetics , Ovarian Neoplasms/genetics , Pancreatic Neoplasms/genetics , Prostatic Neoplasms/genetics , Proteomics/methods , Bayes Theorem , Benchmarking , DNA, Neoplasm/metabolism , Female , Genetic Heterogeneity , High-Throughput Nucleotide Sequencing , Humans , Male , Mutation , Neoplasm Metastasis , Ovarian Neoplasms/classification , Ovarian Neoplasms/diagnosis , Ovarian Neoplasms/pathology , Pancreatic Neoplasms/classification , Pancreatic Neoplasms/diagnosis , Pancreatic Neoplasms/pathology , Phylogeny , Prostatic Neoplasms/classification , Prostatic Neoplasms/diagnosis , Prostatic Neoplasms/pathology
12.
Oncotarget ; 8(26): 42487-42494, 2017 Jun 27.
Article in English | MEDLINE | ID: mdl-28476018

ABSTRACT

PURPOSE: Anastomotic recurrences (AR) occur in 2-10% of colorectal carcinoma cases after resection of primary tumor (PT). Currently, there are no molecular data investigating their genetic profile and multiple theories exist about their pathogenesis. The aim of our study was to compare the genomic profile of AR to that of the patients' corresponding matched PT and, when available, to a distant metastasis (DM). EXPERIMENTAL DESIGN: Thirty-six tumors from 14 patients were genotyped using a capture-based, next-generation assay to define the mutational status of 341 cancer-associated genes. All patients had R0 resection of their PT and AR occurred 1.1-7.0 years following PT resection. A DM or a second AR was analyzed in 8 patients. All tumors were microsatellite stable except in one patient with Lynch syndrome. RESULTS: A total of 254 somatic mutations were detected including 138 mutations in the microsatellite stable (MSS) cases. The most commonly mutated genes were APC, KRAS, TP53, PIK3CA, ATM and PIK3R1. In all patients with MSS tumors the AR and PT shared between 50-100% of mutations, including mutations in key driver genes, consistent with these tumors being clonally related. Genetic events private to DM were not detected in AR and phylogenetic analysis showed that ARs were more closely related to PT than DM. In the Lynch syndrome patient the PT and AR showed distinct somatic mutations consistent with independent primaries. CONCLUSIONS: ARs are clonally related to PT in sporadic colorectal carcinomas and do not appear to represent seeding of the anastomotic site by distant metastases.


Subject(s)
Clonal Evolution , Colorectal Neoplasms/pathology , Aged , Biomarkers, Tumor , Clonal Evolution/genetics , Colorectal Neoplasms/genetics , Colorectal Neoplasms/surgery , DNA Copy Number Variations , DNA Mutational Analysis , Female , High-Throughput Nucleotide Sequencing , Humans , Male , Middle Aged , Mutation , Mutation Rate , Neoplasm Metastasis , Neoplasm Recurrence, Local , Neoplasm Staging
13.
Nat Genet ; 49(3): 358-366, 2017 Mar.
Article in English | MEDLINE | ID: mdl-28092682

ABSTRACT

The extent of heterogeneity among driver gene mutations present in naturally occurring metastases-that is, treatment-naive metastatic disease-is largely unknown. To address this issue, we carried out 60× whole-genome sequencing of 26 metastases from four patients with pancreatic cancer. We found that identical mutations in known driver genes were present in every metastatic lesion for each patient studied. Passenger gene mutations, which do not have known or predicted functional consequences, accounted for all intratumoral heterogeneity. Even with respect to these passenger mutations, our analysis suggests that the genetic similarity among the founding cells of metastases was higher than that expected for any two cells randomly taken from a normal tissue. The uniformity of known driver gene mutations among metastases in the same patient has critical and encouraging implications for the success of future targeted therapies in advanced-stage disease.


Subject(s)
Mutation/genetics , Neoplasm Metastasis/genetics , Pancreatic Neoplasms/genetics , Humans
14.
Article in English | MEDLINE | ID: mdl-24533314

ABSTRACT

Hosts are commonly infected with a suite of parasites, and interactions among these parasites can affect the size, structure, and behavior of host-parasite communities. As an important step to understanding the significance of co-circulating parasites, we describe prevalence of co-circulating hemoparasites in two important avian amplification hosts for West Nile virus (WNV), the American robin (Turdus migratorius) and house sparrow (Passer domesticus), during the 2010-2011 in Chicago, Illinois, USA. Rates of nematode microfilariemia were 1.5% of the robins (n = 70) and 4.2% of the house sparrows (n = 72) collected during the day and 11.1% of the roosting robins (n = 63) and 0% of the house sparrows (n = 11) collected at night. Phylogenetic analysis of nucleotide sequences of the 18S rRNA and cytochrome oxidase subunit I (COI) genes from these parasites resolved two clades of filarioid nematodes. Microscopy revealed that 18.0% of American robins (n = 133) and 16.9% of house sparrows (n = 83) hosted trypanosomes in the blood. Phylogenetic analysis of nucleotide sequences from the 18s rRNA gene revealed that the trypanosomes fall within previously described avian trypanosome clades. These results document hemoparasites in the blood of WNV hosts in a center of endemic WNV transmission, suggesting a potential for direct or indirect interactions with the virus.

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