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Saville L, Wu L, Habtewold J, Cheng Y, Gollen B, Mitchell L, Stuart-Edwards M, Haight T, Mohajerani M, Zovoilis A. NERD-seq: a novel approach of Nanopore direct RNA sequencing that expands representation of non-coding RNAs. Genome Biol 2024; 25:233. [PMID: 39198865 PMCID: PMC11351768 DOI: 10.1186/s13059-024-03375-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 08/20/2024] [Indexed: 09/01/2024] Open
Abstract
Non-coding RNAs (ncRNAs) are frequently documented RNA modification substrates. Nanopore Technologies enables the direct sequencing of RNAs and the detection of modified nucleobases. Ordinarily, direct RNA sequencing uses polyadenylation selection, studying primarily mRNA gene expression. Here, we present NERD-seq, which enables detection of multiple non-coding RNAs, excluded by the standard approach, alongside natively polyadenylated transcripts. Using neural tissues as a proof of principle, we show that NERD-seq expands representation of frequently modified non-coding RNAs, such as snoRNAs, snRNAs, scRNAs, srpRNAs, tRNAs, and rRFs. NERD-seq represents an RNA-seq approach to simultaneously study mRNA and ncRNA epitranscriptomes in brain tissues and beyond.
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Affiliation(s)
- Luke Saville
- Department of Biochemistry and Medical Genetics, University of Manitoba, Winnipeg, MB, R3E3N4, Canada
- Paul Albrechtsen Research Institute, CCMB, Winnipeg, MB, R3E3N4, Canada
- Southern Alberta Genome Sciences Centre, Lethbridge, AB, T1K3M4, Canada
- Canadian Centre for Behavioral Neuroscience, Lethbridge, AB, T1K3M4, Canada
| | - Li Wu
- Department of Biochemistry and Medical Genetics, University of Manitoba, Winnipeg, MB, R3E3N4, Canada
- Paul Albrechtsen Research Institute, CCMB, Winnipeg, MB, R3E3N4, Canada
| | - Jemaneh Habtewold
- Department of Biochemistry and Medical Genetics, University of Manitoba, Winnipeg, MB, R3E3N4, Canada
- Paul Albrechtsen Research Institute, CCMB, Winnipeg, MB, R3E3N4, Canada
| | - Yubo Cheng
- Southern Alberta Genome Sciences Centre, Lethbridge, AB, T1K3M4, Canada
- Canadian Centre for Behavioral Neuroscience, Lethbridge, AB, T1K3M4, Canada
| | - Babita Gollen
- Southern Alberta Genome Sciences Centre, Lethbridge, AB, T1K3M4, Canada
- Canadian Centre for Behavioral Neuroscience, Lethbridge, AB, T1K3M4, Canada
| | - Liam Mitchell
- Department of Biochemistry and Medical Genetics, University of Manitoba, Winnipeg, MB, R3E3N4, Canada
- Paul Albrechtsen Research Institute, CCMB, Winnipeg, MB, R3E3N4, Canada
- Southern Alberta Genome Sciences Centre, Lethbridge, AB, T1K3M4, Canada
- Canadian Centre for Behavioral Neuroscience, Lethbridge, AB, T1K3M4, Canada
| | - Matthew Stuart-Edwards
- Department of Biochemistry and Medical Genetics, University of Manitoba, Winnipeg, MB, R3E3N4, Canada
- Paul Albrechtsen Research Institute, CCMB, Winnipeg, MB, R3E3N4, Canada
- Southern Alberta Genome Sciences Centre, Lethbridge, AB, T1K3M4, Canada
- Canadian Centre for Behavioral Neuroscience, Lethbridge, AB, T1K3M4, Canada
| | - Travis Haight
- Department of Biochemistry and Medical Genetics, University of Manitoba, Winnipeg, MB, R3E3N4, Canada
- Paul Albrechtsen Research Institute, CCMB, Winnipeg, MB, R3E3N4, Canada
- Southern Alberta Genome Sciences Centre, Lethbridge, AB, T1K3M4, Canada
- Canadian Centre for Behavioral Neuroscience, Lethbridge, AB, T1K3M4, Canada
| | - Majid Mohajerani
- Canadian Centre for Behavioral Neuroscience, Lethbridge, AB, T1K3M4, Canada
| | - Athanasios Zovoilis
- Department of Biochemistry and Medical Genetics, University of Manitoba, Winnipeg, MB, R3E3N4, Canada.
- Paul Albrechtsen Research Institute, CCMB, Winnipeg, MB, R3E3N4, Canada.
- Southern Alberta Genome Sciences Centre, Lethbridge, AB, T1K3M4, Canada.
- Canadian Centre for Behavioral Neuroscience, Lethbridge, AB, T1K3M4, Canada.
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Brown T, McElroy T, Simmons P, Walters H, Ntagwabira F, Wang J, Byrum SD, Allen AR. Cognitive impairment resulting from treatment with docetaxel, doxorubicin, and cyclophosphamide. Brain Res 2021; 1760:147397. [PMID: 33705788 DOI: 10.1016/j.brainres.2021.147397] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2020] [Revised: 02/22/2021] [Accepted: 02/23/2021] [Indexed: 01/08/2023]
Abstract
Breast cancer is the most commonly diagnosed cancer among women and it is estimated that about 30% of newly diagnosed cancers in women will be breast cancers. While advancements in treating breast cancer have led to an average 5-year survival rate of 90%, many survivors experience cognitive impairments as a result of chemotherapy treatment. Doxorubicin, cyclophosphamide, and docetaxel (TAC) are commonly administered as breast cancer treatments; however, there are few studies that have tested the cognitive effects of TAC. In the current study, 12-week-old female C57BL/6 mice received 4 weekly intraperitoneal injections of either saline or a combination therapy of doxorubicin and cyclophosphamide followed by 4 weekly docetaxel injections. Four weeks after the last injection, mice were tested for hippocampus-dependent cognitive performance in the Y-maze and the Morris water maze. During Y-maze testing, mice exposed to TAC exhibited impairment. During the water maze assessment, all animals were able to locate the visible and hidden platform locations. However, mice that received the TAC presented with a significant impairment in spatial memory retention on the probe trial days. TAC treatment significantly decreases the dendritic complexity of arborization in the dentate gyrus region of the hippocampus. In addition, comparative proteomic analysis revealed downregulation of proteins within key metabolic and signaling pathways associated with cognitive dysfunction, such as oxidative phosphorylation, ephrin signaling, and calcium signaling.
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Affiliation(s)
- Taurean Brown
- Division of Radiation Health, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States; Department of Pharmaceutical Sciences, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States; Neurobiology & Developmental Sciences, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States
| | - Taylor McElroy
- Division of Radiation Health, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States; Department of Pharmaceutical Sciences, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States; Neurobiology & Developmental Sciences, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States
| | - Pilar Simmons
- Division of Radiation Health, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States; Department of Pharmaceutical Sciences, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States
| | - Huddoy Walters
- Division of Radiation Health, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States
| | - Fabio Ntagwabira
- Division of Radiation Health, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States; Department of Pharmaceutical Sciences, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States; Neurobiology & Developmental Sciences, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States
| | - Jing Wang
- Division of Radiation Health, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States; Department of Pharmaceutical Sciences, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States
| | - Stephanie D Byrum
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States; Arkansas Children's Research Institute, Little Rock, AR 72202, United States
| | - Antiño R Allen
- Division of Radiation Health, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States; Department of Pharmaceutical Sciences, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States; Neurobiology & Developmental Sciences, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States.
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Kang S, Lee S, Kim J, Kim JC, Kim SH, Son Y, Shin T, Youn B, Kim JS, Wang H, Yang M, Moon C. Chronic Treatment with Combined Chemotherapeutic Agents Affects Hippocampal Micromorphometry and Function in Mice, Independently of Neuroinflammation. Exp Neurobiol 2018; 27:419-436. [PMID: 30429651 PMCID: PMC6221841 DOI: 10.5607/en.2018.27.5.419] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Revised: 10/01/2018] [Accepted: 10/02/2018] [Indexed: 12/22/2022] Open
Abstract
Chemotherapeutic agents induce long-term side effects, including cognitive impairment and mood disorders, particularly in breast cancer survivors who have undergone chemotherapy. However, the precise mechanisms underpinning chemotherapy-induced hippocampal dysfunction remain unknown. In this study, we investigated the detrimental effects of chronic treatment with a combination of adriamycin and cyclophosphamide (AC) on the neuronal architecture and functions of the hippocampi of female C57BL/6 mice. After chronic AC administration, mice showed memory impairment (measured using a novel object recognition memory task) and depression-like behavior (measured using the tail suspension test and forced swim test). According to Golgi staining, chronic AC treatment significantly reduced the total dendritic length, ramification, and complexity as well as spine density and maturation in hippocampal neurons in a sub-region-specific manner. Additionally, the AC combination significantly reduced adult neurogenesis, the extent of the vascular network, and the levels of hippocampal angiogenesis-related factors. However, chronic AC treatment did not increase the levels of inflammation-related signals (microglial or astrocytic distribution, or the levels of pro-inflammatory cytokines or M1/M2 macrophage markers). Thus, chronic AC treatment changed the neuronal architecture of the adult hippocampus, possibly by reducing neurogenesis and the extent of the vasculature, independently of neuroinflammation. Such detrimental changes in micromorphometric parameters may explain the hippocampal dysfunction observed after cancer chemotherapy.
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Affiliation(s)
- Sohi Kang
- College of Veterinary Medicine and BK21Plus Project Team, Chonnam National University, Gwangju 61186, Korea
| | - Sueun Lee
- College of Veterinary Medicine and BK21Plus Project Team, Chonnam National University, Gwangju 61186, Korea
| | - Juhwan Kim
- College of Veterinary Medicine and BK21Plus Project Team, Chonnam National University, Gwangju 61186, Korea
| | - Jong-Choon Kim
- College of Veterinary Medicine and BK21Plus Project Team, Chonnam National University, Gwangju 61186, Korea
| | - Sung-Ho Kim
- College of Veterinary Medicine and BK21Plus Project Team, Chonnam National University, Gwangju 61186, Korea
| | - Yeonghoon Son
- College of Veterinary Medicine and BK21Plus Project Team, Chonnam National University, Gwangju 61186, Korea.,Primate Resource Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Jeongeup 56216, Korea
| | - Taekyun Shin
- Department of Veterinary Anatomy, College of Veterinary Medicine, Jeju National University, Jeju 63243, Korea
| | - BuHyun Youn
- Department of Integrated Biological Science, Pusan National University, Busan 46241, Korea
| | - Joong-Sun Kim
- K-herb Research Center, Korea Institute of Oriental Medicine, Daejeon 34054, Korea
| | - Hongbing Wang
- Department of Physiology and Neuroscience Program, Michigan State University, MI 48824, USA
| | - Miyoung Yang
- Department of Anatomy, School of Medicine and Institute for Environmental Science, Wonkwang University, Iksan 54538, Korea
| | - Changjong Moon
- College of Veterinary Medicine and BK21Plus Project Team, Chonnam National University, Gwangju 61186, Korea
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Cacao E, Parihar VK, Limoli CL, Cucinotta FA. Stochastic Modeling of Radiation-induced Dendritic Damage on in silico Mouse Hippocampal Neurons. Sci Rep 2018; 8:5494. [PMID: 29615729 PMCID: PMC5882641 DOI: 10.1038/s41598-018-23855-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2018] [Accepted: 03/21/2018] [Indexed: 12/20/2022] Open
Abstract
Cognitive dysfunction associated with radiotherapy for cancer treatment has been correlated to several factors, one of which is changes to the dendritic morphology of neuronal cells. Alterations in dendritic geometry and branching patterns are often accompanied by deficits that impact learning and memory. The purpose of this study is to develop a novel predictive model of neuronal dendritic damages caused by exposure to low linear energy transfer (LET) radiation, such as X-rays, γ-rays and high-energy protons. We established in silico representations of mouse hippocampal dentate granule cell layer (GCL) and CA1 pyramidal neurons, which are frequently examined in radiation-induced cognitive decrements. The in silico representations are used in a stochastic model that describes time dependent dendritic damage induced by exposure to low LET radiation. Changes in morphometric parameters, such as total dendritic length, number of branch points and branch number, including the Sholl analysis for single neurons are described by the model. Our model based predictions for different patterns of morphological changes based on energy deposition in dendritic segments (EDDS) will serve as a useful basis to compare specific patterns of morphological alterations caused by EDDS mechanisms.
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Affiliation(s)
- Eliedonna Cacao
- Department of Health Physics and Diagnostic Sciences, University of Nevada, Las Vegas, NV, United States of America
| | - Vipan K Parihar
- Department of Radiation Oncology, University of California, Irvine, CA, United States of America
| | - Charles L Limoli
- Department of Radiation Oncology, University of California, Irvine, CA, United States of America
| | - Francis A Cucinotta
- Department of Health Physics and Diagnostic Sciences, University of Nevada, Las Vegas, NV, United States of America.
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Cao Y. Tumorigenesis as a process of gradual loss of original cell identity and gain of properties of neural precursor/progenitor cells. Cell Biosci 2017; 7:61. [PMID: 29177029 PMCID: PMC5693707 DOI: 10.1186/s13578-017-0188-9] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Accepted: 10/27/2017] [Indexed: 02/07/2023] Open
Abstract
Cancer is a complex disease without a unified explanation for its cause so far. Our recent work demonstrates that cancer cells share similar regulatory networks and characteristics with embryonic neural cells. Based on the study, I will address the relationship between tumor and neural cells in more details. I collected the evidence from various aspects of cancer development in many other studies, and integrated the information from studies on cancer cell properties, cell fate specification during embryonic development and evolution. Synthesis of the information strongly supports that cancer cells share much more similarities with neural progenitor/stem cells than with mesenchymal-type cells and that tumorigenesis represents a process of gradual loss of cell or lineage identity and gain of characteristics of neural cells. I also discuss cancer EMT, a concept having been under intense debate, and possibly the true meaning of EMT in cancer initiation and development. This synthesis provides fresh insights into a unified explanation for and a previously unrecognized nature of tumorigenesis, which might not be revealed by studies on individual molecular events. The review will also present some brief suggestions for cancer research based on the proposed model of tumorigenesis.
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Affiliation(s)
- Ying Cao
- Model Animal Research Center and MOE Key Laboratory of Model Animals for Disease Study, Nanjing University, 12 Xuefu Road, Pukou High-Tech Zone, Nanjing, 210061 China
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Possible involvement of hippocampal immediate–early genes in contextual fear memory deficit induced by cranial irradiation. Neurobiol Learn Mem 2016; 133:19-29. [DOI: 10.1016/j.nlm.2016.05.012] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2015] [Revised: 05/23/2016] [Accepted: 05/28/2016] [Indexed: 12/20/2022]
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