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Zeng Y, Cao Y, Halevy RS, Nguyen P, Liu D, Zhang X, Ahituv N, Han JDJ. Characterization of functional transposable element enhancers in acute myeloid leukemia. SCIENCE CHINA-LIFE SCIENCES 2020; 63:675-687. [PMID: 32170627 DOI: 10.1007/s11427-019-1574-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Accepted: 10/24/2019] [Indexed: 12/15/2022]
Abstract
Transposable elements (TEs) have been shown to have important gene regulatory functions and their alteration could lead to disease phenotypes. Acute myeloid leukemia (AML) develops as a consequence of a series of genetic changes in hematopoietic precursor cells, including mutations in epigenetic factors. Here, we set out to study the gene regulatory role of TEs in AML. We first explored the epigenetic landscape of TEs in AML patients using ATAC-seq data. We show that a large number of TEs in general, and more specifically mammalian-wide interspersed repeats (MIRs), are more enriched in AML cells than in normal blood cells. We obtained a similar finding when analyzing histone modification data in AML patients. Gene Ontology enrichment analysis showed that genes near MIRs in open chromatin regions are involved in leukemogenesis. To functionally validate their regulatory role, we selected 19 MIR regions in AML cells, and tested them for enhancer activity in an AML cell line (Kasumi-1) and a chronic myeloid leukemia (CML) cell line (K562); the results revealed several MIRs to be functional enhancers. Taken together, our results suggest that TEs are potentially involved in myeloid leukemogenesis and highlight these sequences as potential candidates harboring AML-associated variation.
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Affiliation(s)
- Yingying Zeng
- CAS Key Laboratory of Computational Biology, CAS-MPG Partner Institute for Computational Biology, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences Center for Excellence in Molecular Cell Science, Collaborative Innovation Center for Genetics and Developmental Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Yaqiang Cao
- CAS Key Laboratory of Computational Biology, CAS-MPG Partner Institute for Computational Biology, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences Center for Excellence in Molecular Cell Science, Collaborative Innovation Center for Genetics and Developmental Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Rivka Sukenik Halevy
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, 94158, USA.,Institute for Human Genetics, University of California San Francisco, San Francisco, 94143, USA.,Sackler School of Medicine, Tel-Aviv University, Tel Aviv, 6997801, Israel
| | - Picard Nguyen
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, 94158, USA.,Institute for Human Genetics, University of California San Francisco, San Francisco, 94143, USA
| | - Denghui Liu
- CAS Key Laboratory of Computational Biology, CAS-MPG Partner Institute for Computational Biology, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences Center for Excellence in Molecular Cell Science, Collaborative Innovation Center for Genetics and Developmental Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Xiaoli Zhang
- CAS Key Laboratory of Computational Biology, CAS-MPG Partner Institute for Computational Biology, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences Center for Excellence in Molecular Cell Science, Collaborative Innovation Center for Genetics and Developmental Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, 200031, China
| | - Nadav Ahituv
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, 94158, USA. .,Institute for Human Genetics, University of California San Francisco, San Francisco, 94143, USA.
| | - Jing-Dong J Han
- CAS Key Laboratory of Computational Biology, CAS-MPG Partner Institute for Computational Biology, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences Center for Excellence in Molecular Cell Science, Collaborative Innovation Center for Genetics and Developmental Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, 200031, China. .,Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Center for Quantitative Biology, Peking University, Beijing, 100871, China.
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Feletti A, Anglani M, Scarpa B, Schiavi F, Boaretto F, Zovato S, Taschin E, Gardi M, Zanoletti E, Piermarocchi S, Murgia A, Pavesi G, Opocher G. Von Hippel-Lindau disease: an evaluation of natural history and functional disability. Neuro Oncol 2016; 18:1011-20. [PMID: 26763786 DOI: 10.1093/neuonc/nov313] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2015] [Accepted: 11/16/2015] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Although many studies have been published about specific lesions characterizing von Hippel-Lindau(VHL) disease, none have dealt with the natural history of the whole disease and the consequent disabilities. We aim to define the comprehensive natural history of VHL disease and to describe the functional disabilities and their impact upon patients' quality of life, thereby tailoring the follow-up schedule accordingly. METHODS We performed a prospective analysis on 128 VHL-affected patients beginning in 1996. For each affected organ, we defined intervals between the first and subsequent VHL-related manifestations and compared them with current VHL surveillance protocols. We looked for any association of the number of involved organs with age, sex, type of VHL gene mutation, and functional domain mutation. Ultimately, we assessed the organ-specific disabilities caused by VHL disease. RESULTS Hemangioblastomas show different patterns of progression depending on their location, whereas both renal cysts and carcinomas have similar progression rates. Surgery for pheochromocytoma and CNS hemangioblastoma is performed earlier than for pancreatic or renal cancer. The number of involved organs is associated with age but not with sex, type of VHL gene mutation, or functional domain mutation. A thorough analysis of functional disabilities showed that age is related to the first-appearing functional impairment, but it is not predictive of the final number of disabilities. CONCLUSIONS Our study defines the disease progression and provides a comprehensive view of the syndrome over time. We analyzed for the first time the functional disability of VHL patients, assessing the progression for each function.
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Affiliation(s)
- Alberto Feletti
- Department of Neurosciences, Neurosurgery Unit, NOCSAE Modena Hospital, Modena, Italy (A.F., G.P.); Department of Medicine-DIMED, Section of Radiology, University of Padova, Italy (M.A.); Department of Statistical Sciences, University of Padova, Italy (B.S.); Familial Cancer Clinic and Oncoendocrinology, Veneto Institute of Oncology, IRCCS, Padova, Italy (F.S., F.B., S.Z., E.T., G.O.); Department of Urology, Ospedale Sant'Antonio, Padova, Italy (M.G.); Department of Neurosciences, Otosurgery Unit, University of Padova, Italy (E.Z.); Department of Neurosciences, Ophthalmology Unit, University of Padova, Italy (S.P.); Department of Women's and Children's Health, Pediatric Neurology Unit, University of Padova, Italy (A.M.); Department of Medicine-DIMED, University of Padova, Italy (G.O.)
| | - Mariagiulia Anglani
- Department of Neurosciences, Neurosurgery Unit, NOCSAE Modena Hospital, Modena, Italy (A.F., G.P.); Department of Medicine-DIMED, Section of Radiology, University of Padova, Italy (M.A.); Department of Statistical Sciences, University of Padova, Italy (B.S.); Familial Cancer Clinic and Oncoendocrinology, Veneto Institute of Oncology, IRCCS, Padova, Italy (F.S., F.B., S.Z., E.T., G.O.); Department of Urology, Ospedale Sant'Antonio, Padova, Italy (M.G.); Department of Neurosciences, Otosurgery Unit, University of Padova, Italy (E.Z.); Department of Neurosciences, Ophthalmology Unit, University of Padova, Italy (S.P.); Department of Women's and Children's Health, Pediatric Neurology Unit, University of Padova, Italy (A.M.); Department of Medicine-DIMED, University of Padova, Italy (G.O.)
| | - Bruno Scarpa
- Department of Neurosciences, Neurosurgery Unit, NOCSAE Modena Hospital, Modena, Italy (A.F., G.P.); Department of Medicine-DIMED, Section of Radiology, University of Padova, Italy (M.A.); Department of Statistical Sciences, University of Padova, Italy (B.S.); Familial Cancer Clinic and Oncoendocrinology, Veneto Institute of Oncology, IRCCS, Padova, Italy (F.S., F.B., S.Z., E.T., G.O.); Department of Urology, Ospedale Sant'Antonio, Padova, Italy (M.G.); Department of Neurosciences, Otosurgery Unit, University of Padova, Italy (E.Z.); Department of Neurosciences, Ophthalmology Unit, University of Padova, Italy (S.P.); Department of Women's and Children's Health, Pediatric Neurology Unit, University of Padova, Italy (A.M.); Department of Medicine-DIMED, University of Padova, Italy (G.O.)
| | - Francesca Schiavi
- Department of Neurosciences, Neurosurgery Unit, NOCSAE Modena Hospital, Modena, Italy (A.F., G.P.); Department of Medicine-DIMED, Section of Radiology, University of Padova, Italy (M.A.); Department of Statistical Sciences, University of Padova, Italy (B.S.); Familial Cancer Clinic and Oncoendocrinology, Veneto Institute of Oncology, IRCCS, Padova, Italy (F.S., F.B., S.Z., E.T., G.O.); Department of Urology, Ospedale Sant'Antonio, Padova, Italy (M.G.); Department of Neurosciences, Otosurgery Unit, University of Padova, Italy (E.Z.); Department of Neurosciences, Ophthalmology Unit, University of Padova, Italy (S.P.); Department of Women's and Children's Health, Pediatric Neurology Unit, University of Padova, Italy (A.M.); Department of Medicine-DIMED, University of Padova, Italy (G.O.)
| | - Francesca Boaretto
- Department of Neurosciences, Neurosurgery Unit, NOCSAE Modena Hospital, Modena, Italy (A.F., G.P.); Department of Medicine-DIMED, Section of Radiology, University of Padova, Italy (M.A.); Department of Statistical Sciences, University of Padova, Italy (B.S.); Familial Cancer Clinic and Oncoendocrinology, Veneto Institute of Oncology, IRCCS, Padova, Italy (F.S., F.B., S.Z., E.T., G.O.); Department of Urology, Ospedale Sant'Antonio, Padova, Italy (M.G.); Department of Neurosciences, Otosurgery Unit, University of Padova, Italy (E.Z.); Department of Neurosciences, Ophthalmology Unit, University of Padova, Italy (S.P.); Department of Women's and Children's Health, Pediatric Neurology Unit, University of Padova, Italy (A.M.); Department of Medicine-DIMED, University of Padova, Italy (G.O.)
| | - Stefania Zovato
- Department of Neurosciences, Neurosurgery Unit, NOCSAE Modena Hospital, Modena, Italy (A.F., G.P.); Department of Medicine-DIMED, Section of Radiology, University of Padova, Italy (M.A.); Department of Statistical Sciences, University of Padova, Italy (B.S.); Familial Cancer Clinic and Oncoendocrinology, Veneto Institute of Oncology, IRCCS, Padova, Italy (F.S., F.B., S.Z., E.T., G.O.); Department of Urology, Ospedale Sant'Antonio, Padova, Italy (M.G.); Department of Neurosciences, Otosurgery Unit, University of Padova, Italy (E.Z.); Department of Neurosciences, Ophthalmology Unit, University of Padova, Italy (S.P.); Department of Women's and Children's Health, Pediatric Neurology Unit, University of Padova, Italy (A.M.); Department of Medicine-DIMED, University of Padova, Italy (G.O.)
| | - Elisa Taschin
- Department of Neurosciences, Neurosurgery Unit, NOCSAE Modena Hospital, Modena, Italy (A.F., G.P.); Department of Medicine-DIMED, Section of Radiology, University of Padova, Italy (M.A.); Department of Statistical Sciences, University of Padova, Italy (B.S.); Familial Cancer Clinic and Oncoendocrinology, Veneto Institute of Oncology, IRCCS, Padova, Italy (F.S., F.B., S.Z., E.T., G.O.); Department of Urology, Ospedale Sant'Antonio, Padova, Italy (M.G.); Department of Neurosciences, Otosurgery Unit, University of Padova, Italy (E.Z.); Department of Neurosciences, Ophthalmology Unit, University of Padova, Italy (S.P.); Department of Women's and Children's Health, Pediatric Neurology Unit, University of Padova, Italy (A.M.); Department of Medicine-DIMED, University of Padova, Italy (G.O.)
| | - Mario Gardi
- Department of Neurosciences, Neurosurgery Unit, NOCSAE Modena Hospital, Modena, Italy (A.F., G.P.); Department of Medicine-DIMED, Section of Radiology, University of Padova, Italy (M.A.); Department of Statistical Sciences, University of Padova, Italy (B.S.); Familial Cancer Clinic and Oncoendocrinology, Veneto Institute of Oncology, IRCCS, Padova, Italy (F.S., F.B., S.Z., E.T., G.O.); Department of Urology, Ospedale Sant'Antonio, Padova, Italy (M.G.); Department of Neurosciences, Otosurgery Unit, University of Padova, Italy (E.Z.); Department of Neurosciences, Ophthalmology Unit, University of Padova, Italy (S.P.); Department of Women's and Children's Health, Pediatric Neurology Unit, University of Padova, Italy (A.M.); Department of Medicine-DIMED, University of Padova, Italy (G.O.)
| | - Elisabetta Zanoletti
- Department of Neurosciences, Neurosurgery Unit, NOCSAE Modena Hospital, Modena, Italy (A.F., G.P.); Department of Medicine-DIMED, Section of Radiology, University of Padova, Italy (M.A.); Department of Statistical Sciences, University of Padova, Italy (B.S.); Familial Cancer Clinic and Oncoendocrinology, Veneto Institute of Oncology, IRCCS, Padova, Italy (F.S., F.B., S.Z., E.T., G.O.); Department of Urology, Ospedale Sant'Antonio, Padova, Italy (M.G.); Department of Neurosciences, Otosurgery Unit, University of Padova, Italy (E.Z.); Department of Neurosciences, Ophthalmology Unit, University of Padova, Italy (S.P.); Department of Women's and Children's Health, Pediatric Neurology Unit, University of Padova, Italy (A.M.); Department of Medicine-DIMED, University of Padova, Italy (G.O.)
| | - Stefano Piermarocchi
- Department of Neurosciences, Neurosurgery Unit, NOCSAE Modena Hospital, Modena, Italy (A.F., G.P.); Department of Medicine-DIMED, Section of Radiology, University of Padova, Italy (M.A.); Department of Statistical Sciences, University of Padova, Italy (B.S.); Familial Cancer Clinic and Oncoendocrinology, Veneto Institute of Oncology, IRCCS, Padova, Italy (F.S., F.B., S.Z., E.T., G.O.); Department of Urology, Ospedale Sant'Antonio, Padova, Italy (M.G.); Department of Neurosciences, Otosurgery Unit, University of Padova, Italy (E.Z.); Department of Neurosciences, Ophthalmology Unit, University of Padova, Italy (S.P.); Department of Women's and Children's Health, Pediatric Neurology Unit, University of Padova, Italy (A.M.); Department of Medicine-DIMED, University of Padova, Italy (G.O.)
| | - Alessandra Murgia
- Department of Neurosciences, Neurosurgery Unit, NOCSAE Modena Hospital, Modena, Italy (A.F., G.P.); Department of Medicine-DIMED, Section of Radiology, University of Padova, Italy (M.A.); Department of Statistical Sciences, University of Padova, Italy (B.S.); Familial Cancer Clinic and Oncoendocrinology, Veneto Institute of Oncology, IRCCS, Padova, Italy (F.S., F.B., S.Z., E.T., G.O.); Department of Urology, Ospedale Sant'Antonio, Padova, Italy (M.G.); Department of Neurosciences, Otosurgery Unit, University of Padova, Italy (E.Z.); Department of Neurosciences, Ophthalmology Unit, University of Padova, Italy (S.P.); Department of Women's and Children's Health, Pediatric Neurology Unit, University of Padova, Italy (A.M.); Department of Medicine-DIMED, University of Padova, Italy (G.O.)
| | - Giacomo Pavesi
- Department of Neurosciences, Neurosurgery Unit, NOCSAE Modena Hospital, Modena, Italy (A.F., G.P.); Department of Medicine-DIMED, Section of Radiology, University of Padova, Italy (M.A.); Department of Statistical Sciences, University of Padova, Italy (B.S.); Familial Cancer Clinic and Oncoendocrinology, Veneto Institute of Oncology, IRCCS, Padova, Italy (F.S., F.B., S.Z., E.T., G.O.); Department of Urology, Ospedale Sant'Antonio, Padova, Italy (M.G.); Department of Neurosciences, Otosurgery Unit, University of Padova, Italy (E.Z.); Department of Neurosciences, Ophthalmology Unit, University of Padova, Italy (S.P.); Department of Women's and Children's Health, Pediatric Neurology Unit, University of Padova, Italy (A.M.); Department of Medicine-DIMED, University of Padova, Italy (G.O.)
| | - Giuseppe Opocher
- Department of Neurosciences, Neurosurgery Unit, NOCSAE Modena Hospital, Modena, Italy (A.F., G.P.); Department of Medicine-DIMED, Section of Radiology, University of Padova, Italy (M.A.); Department of Statistical Sciences, University of Padova, Italy (B.S.); Familial Cancer Clinic and Oncoendocrinology, Veneto Institute of Oncology, IRCCS, Padova, Italy (F.S., F.B., S.Z., E.T., G.O.); Department of Urology, Ospedale Sant'Antonio, Padova, Italy (M.G.); Department of Neurosciences, Otosurgery Unit, University of Padova, Italy (E.Z.); Department of Neurosciences, Ophthalmology Unit, University of Padova, Italy (S.P.); Department of Women's and Children's Health, Pediatric Neurology Unit, University of Padova, Italy (A.M.); Department of Medicine-DIMED, University of Padova, Italy (G.O.)
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