1
|
Pierzynowska K, Deresz P, Węgrzyn G, Gaffke L. Dysregulation of genes coding for proteins involved in metabolic processes in mucopolysaccharidoses, evidenced by a transcriptomic approach. Metab Brain Dis 2023; 38:2133-2144. [PMID: 37195412 PMCID: PMC10349023 DOI: 10.1007/s11011-023-01231-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 05/07/2023] [Indexed: 05/18/2023]
Abstract
Mucopolysaccharidoses (MPS) are a group of lysosomal storage diseases (LSD) caused by mutations in genes coding for enzymes responsible for degradation of glycosaminoglycans (GAGs). Most types of these severe disorders are characterized by neuronopathic phenotypes. Although lysosomal accumulation of GAGs is the primary metabolic defect in MPS, secondary alterations in biochemical processes are considerable and influence the course of the disease. Early hypothesis suggested that these secondary changes might be due to lysosomal storage-mediated impairment of activities of other enzymes, and subsequent accumulation of various compounds in cells. However, recent studies indicated that expression of hundreds of genes is changed in MPS cells. Therefore, we asked whether metabolic effects observed in MPS are caused primarily by GAG-mediated inhibition of specific biochemical reactions or appear as results of dysregulation of expression of genes coding for proteins involved in metabolic processes. Transcriptomic analyses of 11 types of MPS (using RNA isolated from patient-derived fibroblasts), performed in this study, showed that a battery of the above mentioned genes is dysregulated in MPS cells. Some biochemical pathways might be especially affected by changes in expression of many genes, including GAG metabolism and sphingolipid metabolism which is especially interesting as secondary accumulation of various sphingolipids is one of the best known additional (while significantly enhancing neuropathological effects) metabolic defects in MPS. We conclude that severe metabolic disturbances, observed in MPS cells, can partially arise from changes in the expression of many genes coding for proteins involved in metabolic processes.
Collapse
Affiliation(s)
- Karolina Pierzynowska
- Department of Molecular Biology, Faculty of Biology, University of Gdansk, Wita Stwosza 59, 80-308, Gdansk, Poland
| | - Patrycja Deresz
- Department of Molecular Biology, Faculty of Biology, University of Gdansk, Wita Stwosza 59, 80-308, Gdansk, Poland
| | - Grzegorz Węgrzyn
- Department of Molecular Biology, Faculty of Biology, University of Gdansk, Wita Stwosza 59, 80-308, Gdansk, Poland
| | - Lidia Gaffke
- Department of Molecular Biology, Faculty of Biology, University of Gdansk, Wita Stwosza 59, 80-308, Gdansk, Poland.
| |
Collapse
|
2
|
Crnko S, Schutte H, Doevendans PA, Sluijter JPG, van Laake LW. Minimally Invasive Ways of Determining Circadian Rhythms in Humans. Physiology (Bethesda) 2021; 36:7-20. [DOI: 10.1152/physiol.00018.2020] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Circadian rhythm exerts a critical role in mammalian health and disease. A malfunctioning circadian clock can be a consequence, as well as the cause of several pathophysiologies. Clinical therapies and research may also be influenced by the clock. Since the most suitable manner of revealing this rhythm in humans is not yet established, we discuss existing methods and seek to determine the most feasible ones.
Collapse
Affiliation(s)
- Sandra Crnko
- Department of Cardiology, Experimental Cardiology Laboratory, Division of Heart and Lungs, University Medical Centre Utrecht and Utrecht University, Utrecht, The Netherlands
- Regenerative Medicine Centre Utrecht, Circulatory Health Laboratory, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Hilde Schutte
- Department of Cardiology, Experimental Cardiology Laboratory, Division of Heart and Lungs, University Medical Centre Utrecht and Utrecht University, Utrecht, The Netherlands
| | - Pieter A. Doevendans
- Department of Cardiology, Experimental Cardiology Laboratory, Division of Heart and Lungs, University Medical Centre Utrecht and Utrecht University, Utrecht, The Netherlands
- Netherlands Heart Institute, Utrecht, The Netherlands
- Central Military Hospital, Utrecht, The Netherlands
| | - Joost P. G. Sluijter
- Department of Cardiology, Experimental Cardiology Laboratory, Division of Heart and Lungs, University Medical Centre Utrecht and Utrecht University, Utrecht, The Netherlands
- Regenerative Medicine Centre Utrecht, Circulatory Health Laboratory, University Medical Centre Utrecht, Utrecht, The Netherlands
- Utrecht University, Utrecht, The Netherlands
| | - Linda W. van Laake
- Department of Cardiology, Experimental Cardiology Laboratory, Division of Heart and Lungs, University Medical Centre Utrecht and Utrecht University, Utrecht, The Netherlands
- Regenerative Medicine Centre Utrecht, Circulatory Health Laboratory, University Medical Centre Utrecht, Utrecht, The Netherlands
| |
Collapse
|
3
|
Wu P, Cheng J, Chen L, Xiang J, Pan Y, Zhang Y, Zheng T, Liu N, Chu W, Zhang J. Nr1d1 affects autophagy in the skeletal muscles of juvenile Nile tilapia by regulating the rhythmic expression of autophagy-related genes. FISH PHYSIOLOGY AND BIOCHEMISTRY 2020; 46:891-907. [PMID: 32072342 DOI: 10.1007/s10695-019-00757-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Accepted: 12/27/2019] [Indexed: 06/10/2023]
Abstract
Autophagy is an important evolutionary conserved process in eukaryotic organisms for the turnover of intracellular substances. Recent studies revealed that autophagy displays circadian rhythms in mice and zebrafish. To date, there is no report focused on the rhythmic changes of autophagy in fish skeletal muscles upon nutritional deprivation. In this study, we examined the circadian rhythms of 158 functional genes in tilapia muscle in response to starvation. We found that 12 genes were involved in autophagy changed their rhythm after starvation. Among these genes, Atg4c, Bnip3la, Lc3a, Lc3b, Lc3c, and Ulk1a exhibited a daily rhythmicity in tilapia muscle, and Atg4b, becn1, bnip3la, bnip3lb, Lc3a, and ulk1b were significantly upregulated in response to starvation. The number of autophagosomes was dramatically increased in fasted fish, indicating that nutritional signals affect not only the muscular clock system but also its autophagy behavior. Administration of GSK4112, an activator of Nr1d1, altered rhythmic expression of both circadian clock genes and autophagy genes in tilapia muscle. Taken together, these findings provide evidence that nutritional deficiency affects both circadian regulation and autophagy activities in skeletal muscle.
Collapse
Affiliation(s)
- Ping Wu
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, 410003, Hunan, China
- Hunan Provincial Key Laboratory of Nutrition and Quality Control of Aquatic Animals, Department of Biological and Environmental Engineering, Changsha University, Changsha, 410022, China
| | - Jia Cheng
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, 410003, Hunan, China
- Hunan Provincial Key Laboratory of Nutrition and Quality Control of Aquatic Animals, Department of Biological and Environmental Engineering, Changsha University, Changsha, 410022, China
| | - Lin Chen
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, 410003, Hunan, China
- Hunan Provincial Key Laboratory of Nutrition and Quality Control of Aquatic Animals, Department of Biological and Environmental Engineering, Changsha University, Changsha, 410022, China
| | - Jing Xiang
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, 410003, Hunan, China
- Hunan Provincial Key Laboratory of Nutrition and Quality Control of Aquatic Animals, Department of Biological and Environmental Engineering, Changsha University, Changsha, 410022, China
| | - Yaxiong Pan
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, 410003, Hunan, China
- Hunan Provincial Key Laboratory of Nutrition and Quality Control of Aquatic Animals, Department of Biological and Environmental Engineering, Changsha University, Changsha, 410022, China
| | - Yongzhan Zhang
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, 410003, Hunan, China
| | - Tao Zheng
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, 410003, Hunan, China
| | - Naiyuan Liu
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, 410003, Hunan, China
| | - Wuying Chu
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, 410003, Hunan, China.
- Hunan Provincial Key Laboratory of Nutrition and Quality Control of Aquatic Animals, Department of Biological and Environmental Engineering, Changsha University, Changsha, 410022, China.
| | - Jianshe Zhang
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, 410003, Hunan, China.
- Hunan Provincial Key Laboratory of Nutrition and Quality Control of Aquatic Animals, Department of Biological and Environmental Engineering, Changsha University, Changsha, 410022, China.
| |
Collapse
|
4
|
D’Avanzo F, Rigon L, Zanetti A, Tomanin R. Mucopolysaccharidosis Type II: One Hundred Years of Research, Diagnosis, and Treatment. Int J Mol Sci 2020; 21:E1258. [PMID: 32070051 PMCID: PMC7072947 DOI: 10.3390/ijms21041258] [Citation(s) in RCA: 69] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 02/10/2020] [Accepted: 02/11/2020] [Indexed: 12/11/2022] Open
Abstract
Mucopolysaccharidosis type II (MPS II, Hunter syndrome) was first described by Dr. Charles Hunter in 1917. Since then, about one hundred years have passed and Hunter syndrome, although at first neglected for a few decades and afterwards mistaken for a long time for the similar disorder Hurler syndrome, has been clearly distinguished as a specific disease since 1978, when the distinct genetic causes of the two disorders were finally identified. MPS II is a rare genetic disorder, recently described as presenting an incidence rate ranging from 0.38 to 1.09 per 100,000 live male births, and it is the only X-linked-inherited mucopolysaccharidosis. The complex disease is due to a deficit of the lysosomal hydrolase iduronate 2-sulphatase, which is a crucial enzyme in the stepwise degradation of heparan and dermatan sulphate. This contributes to a heavy clinical phenotype involving most organ-systems, including the brain, in at least two-thirds of cases. In this review, we will summarize the history of the disease during this century through clinical and laboratory evaluations that allowed its definition, its correct diagnosis, a partial comprehension of its pathogenesis, and the proposition of therapeutic protocols. We will also highlight the main open issues related to the possible inclusion of MPS II in newborn screenings, the comprehension of brain pathogenesis, and treatment of the neurological compartment.
Collapse
Affiliation(s)
- Francesca D’Avanzo
- Laboratory of Diagnosis and Therapy of Lysosomal Disorders, Department of Women’s and Children ‘s Health, University of Padova, Via Giustiniani 3, 35128 Padova, Italy; (F.D.); (A.Z.)
- Fondazione Istituto di Ricerca Pediatrica “Città della Speranza”, Corso Stati Uniti 4, 35127 Padova, Italy;
| | - Laura Rigon
- Fondazione Istituto di Ricerca Pediatrica “Città della Speranza”, Corso Stati Uniti 4, 35127 Padova, Italy;
- Molecular Developmental Biology, Life & Medical Science Institute (LIMES), University of Bonn, 53115 Bonn, Germany
| | - Alessandra Zanetti
- Laboratory of Diagnosis and Therapy of Lysosomal Disorders, Department of Women’s and Children ‘s Health, University of Padova, Via Giustiniani 3, 35128 Padova, Italy; (F.D.); (A.Z.)
- Fondazione Istituto di Ricerca Pediatrica “Città della Speranza”, Corso Stati Uniti 4, 35127 Padova, Italy;
| | - Rosella Tomanin
- Laboratory of Diagnosis and Therapy of Lysosomal Disorders, Department of Women’s and Children ‘s Health, University of Padova, Via Giustiniani 3, 35128 Padova, Italy; (F.D.); (A.Z.)
- Fondazione Istituto di Ricerca Pediatrica “Città della Speranza”, Corso Stati Uniti 4, 35127 Padova, Italy;
| |
Collapse
|
5
|
Wu P, Chu W, Liu X, Guo X, Zhang J. The Influence of Short-term Fasting on Muscle Growth and Fiber Hypotrophy Regulated by the Rhythmic Expression of Clock Genes and Myogenic Factors in Nile Tilapia. MARINE BIOTECHNOLOGY (NEW YORK, N.Y.) 2018; 20:750-768. [PMID: 30182177 DOI: 10.1007/s10126-018-9846-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Accepted: 07/18/2018] [Indexed: 06/08/2023]
Abstract
Circadian clock genes and myogenic factors are tightly integrated to influence muscle growth upon dietary deprivation in animals. In this study, we reported that upon short-term fasting of Nile tilapia juveniles for 7 and 15 days, the growth of the fish stagnated and the size of muscle fibers decreased. To reveal the molecular mechanisms of how starvation affects fish muscle growth, we analyzed the rhythmic expression of circadian clock genes and myogenic factors. After 7 and 15 days of fasting treatment, the muscle tissues were collected for 24 h (at zeitgeber times ZT0, ZT3, ZT6, ZT9, ZT12, ZT18, ZT21, and ZT24) from tilapia juveniles. Among the 27 clock genes, the expression of cyr1b, nr1d1, per1, clocka, clockb, ciarta, and aanat2 displayed a daily rhythmicity in normal daily cycle, while arntl2, cry1a, cry1b, npas2, nr1d2b, per2, per3, rorαb, clocka, clockb, nfil3, cipca, and cipcb exhibited daily rhythmicity in the fasting fish muscles. The transcript levels of clockb showed moderate positive correlation with the aanat2, ciarta, cry1b, and nr1d1 in the muscle tissue of normally fed Nile tilapia juvenile. In comparison of the two treatment modes, the expression levels of clocka, clockb, and cry1b showed the rhythmicity, but clockb expression was significantly decreased and the acrophase had shifted. The transcript levels of fbxo32 and pdk4 had either moderate or strong positive correlations with other daily expression of clock genes except arntl2 in the muscle after 7-day fasting. The expressions of myogenic regulatory factors were also either upregulated or downregulated. These observations demonstrated that dietary starvation might affect fish muscle growth by modulating the differential expression of circadian clock genes and myogenic factors. Thus, our work provides a better understanding of the molecular mechanism of dietary starvation on fish growth and may provide dietary administration in aquiculture.
Collapse
Affiliation(s)
- Ping Wu
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Biology, Hunan University, Changsha, 410082, People's Republic of China
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, 410003, Hunan, China
| | - Wuying Chu
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, 410003, Hunan, China
| | - Xuanming Liu
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Biology, Hunan University, Changsha, 410082, People's Republic of China.
| | - Xinhong Guo
- State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Biology, Hunan University, Changsha, 410082, People's Republic of China.
| | - Jianshe Zhang
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, 410003, Hunan, China.
| |
Collapse
|
6
|
Mazzoccoli G, Colangelo T, Panza A, Rubino R, Tiberio C, Palumbo O, Carella M, Trombetta D, Gentile A, Tavano F, Valvano MR, Storlazzi CT, Macchia G, De Cata A, Bisceglia G, Capocefalo D, Colantuoni V, Sabatino L, Piepoli A, Mazza T. Analysis of clock gene-miRNA correlation networks reveals candidate drivers in colorectal cancer. Oncotarget 2018; 7:45444-45461. [PMID: 27323779 PMCID: PMC5216733 DOI: 10.18632/oncotarget.9989] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Accepted: 05/29/2016] [Indexed: 12/20/2022] Open
Abstract
Altered functioning of the biological clock is involved in cancer onset and progression. MicroRNAs (miRNAs) interact with the clock genes modulating the function of genetically encoded molecular clockworks. Collaborative interactions may take place within the coding-noncoding RNA regulatory networks. We aimed to evaluate the cross-talk among miRNAs and clock genes in colorectal cancer (CRC). We performed an integrative analysis of miRNA-miRNA and miRNA-mRNA interactions on high-throughput molecular profiling of matched human CRC tissue and non-tumor mucosa, pinpointing core clock genes and their targeting miRNAs. Data obtained in silico were validated in CRC patients and human colon cancer cell lines. In silico we found severe alterations of clock gene–related coding-noncoding RNA regulatory networks in tumor tissues, which were later corroborated by the analysis of human CRC specimens and experiments performed in vitro. In conclusion, specific miRNAs target and regulate the transcription/translation of clock genes and clock gene-related miRNA-miRNA as well as mRNA-miRNA interactions are altered in colorectal cancer. Exploration of the interplay between specific miRNAs and genes, which are critically involved in the functioning of the biological clock, provides a better understanding of the importance of the miRNA-clock genes axis and its derangement in colorectal cancer.
Collapse
Affiliation(s)
- Gianluigi Mazzoccoli
- Division of Internal Medicine and Chronobiology Unit, IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo (FG), Italy
| | - Tommaso Colangelo
- Department of Sciences and Technologies, University of Sannio, Benevento, Italy
| | - Anna Panza
- Division of Gastroenterology and Research Laboratory, IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo (FG), Italy
| | - Rosa Rubino
- Division of Internal Medicine and Chronobiology Unit, IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo (FG), Italy
| | - Cristiana Tiberio
- Division of Internal Medicine and Chronobiology Unit, IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo (FG), Italy
| | - Orazio Palumbo
- Medical Genetics Service, IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo (FG), Italy
| | - Massimo Carella
- Medical Genetics Service, IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo (FG), Italy
| | - Domenico Trombetta
- Oncology-Research Laboratory, IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo (FG), Italy
| | - Annamaria Gentile
- Division of Gastroenterology and Research Laboratory, IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo (FG), Italy
| | - Francesca Tavano
- Division of Gastroenterology and Research Laboratory, IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo (FG), Italy
| | - Maria Rosa Valvano
- Division of Gastroenterology and Research Laboratory, IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo (FG), Italy
| | | | - Gemma Macchia
- Department of Biology, University of Bari, Bari, Italy
| | - Angelo De Cata
- Division of Internal Medicine and Chronobiology Unit, IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo (FG), Italy
| | - Giovanni Bisceglia
- Department of Surgical Sciences, IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo (FG), Italy
| | - Daniele Capocefalo
- Bioinformatics Unit, IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo (FG), Italy
| | - Vittorio Colantuoni
- Department of Sciences and Technologies, University of Sannio, Benevento, Italy
| | - Lina Sabatino
- Department of Sciences and Technologies, University of Sannio, Benevento, Italy
| | - Ada Piepoli
- Division of Epidemiology and Health Statistics, IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo (FG), Italy
| | - Tommaso Mazza
- Bioinformatics Unit, IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo (FG), Italy
| |
Collapse
|
7
|
Mazza T, Copetti M, Capocefalo D, Fusilli C, Biagini T, Carella M, De Bonis A, Mastrodonato N, Piepoli A, Pazienza V, Maiello E, di Mola FF, di Sebastiano P, Andriulli A, Tavano F. MicroRNA co-expression networks exhibit increased complexity in pancreatic ductal compared to Vater's papilla adenocarcinoma. Oncotarget 2017; 8:105320-105339. [PMID: 29285254 PMCID: PMC5739641 DOI: 10.18632/oncotarget.22184] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2016] [Accepted: 07/11/2017] [Indexed: 01/06/2023] Open
Abstract
MiRNA expression abnormalities in adenocarcinoma arising from pancreatic ductal system (PDAC) and Vater's papilla (PVAC) could be associated with distinctive pathologic features and clinical cancer behaviours. Our previous miRNA expression profiling data on PDAC (n=9) and PVAC (n=4) were revaluated to define differences/similarities in miRNA expression patterns. Afterwards, in order to uncover target genes and core signalling pathways regulated by specific miRNAs in these two tumour entities, miRNA interaction networks were wired for each tumour entity, and experimentally validated target genes underwent pathways enrichment analysis. One hundred and one miRNAs were altered, mainly over-expressed, in PDAC samples. Twenty-six miRNAs were deregulated in PVAC samples, where more miRNAs were down-expressed in tumours compared to normal tissues. Four miRNAs were significantly altered in both subgroups of patients, while 27 miRNAs were differentially expressed between PDAC and PVAC. Although miRNA interaction networks were more complex and dense in PDAC than in PVAC, pathways enrichment analysis uncovered a functional overlapping between PDAC and PVAC. However, shared signalling events were influenced by different miRNA and/or genes in the two tumour entities. Overall, specific miRNA expression patterns were involved in the regulation of a limited core signalling pathways in the biology landscape of PDAC and PVAC.
Collapse
Affiliation(s)
- Tommaso Mazza
- Unit of Bioinformatics, Research Hospital, San Giovanni Rotondo 71013, Italy
| | | | - Daniele Capocefalo
- Unit of Bioinformatics, Research Hospital, San Giovanni Rotondo 71013, Italy
- Department of Cellular Biotechnologies and Haematology, Sapienza University of Rome, Rome 00161, Italy
| | - Caterina Fusilli
- Unit of Bioinformatics, Research Hospital, San Giovanni Rotondo 71013, Italy
| | - Tommaso Biagini
- Unit of Bioinformatics, Research Hospital, San Giovanni Rotondo 71013, Italy
| | - Massimo Carella
- Medical Genetics Unit, Research Hospital, San Giovanni Rotondo 71013, Italy
| | - Antonio De Bonis
- Department of Surgery, Research Hospital, San Giovanni Rotondo 71013, Italy
| | | | - Ada Piepoli
- Division of Gastroenterology and Research Laboratory, San Giovanni Rotondo 71013, Italy
| | - Valerio Pazienza
- Division of Gastroenterology and Research Laboratory, San Giovanni Rotondo 71013, Italy
| | - Evaristo Maiello
- Department of Oncology IRCCS “Casa Sollievo della Sofferenza”, Research Hospital, San Giovanni Rotondo 71013, Italy
| | | | | | - Angelo Andriulli
- Division of Gastroenterology and Research Laboratory, San Giovanni Rotondo 71013, Italy
| | - Francesca Tavano
- Division of Gastroenterology and Research Laboratory, San Giovanni Rotondo 71013, Italy
| |
Collapse
|
8
|
Salvalaio M, D'Avanzo F, Rigon L, Zanetti A, D'Angelo M, Valle G, Scarpa M, Tomanin R. Brain RNA-Seq Profiling of the Mucopolysaccharidosis Type II Mouse Model. Int J Mol Sci 2017; 18:ijms18051072. [PMID: 28513549 PMCID: PMC5454982 DOI: 10.3390/ijms18051072] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Revised: 05/05/2017] [Accepted: 05/08/2017] [Indexed: 11/16/2022] Open
Abstract
Lysosomal storage disorders (LSDs) are a group of about 50 genetic metabolic disorders, mainly affecting children, sharing the inability to degrade specific endolysosomal substrates. This results in failure of cellular functions in many organs, including brain that in most patients may go through progressive neurodegeneration. In this study, we analyzed the brain of the mouse model for Hunter syndrome, a LSD mostly presenting with neurological involvement. Whole transcriptome analysis of the cerebral cortex and midbrain/diencephalon/hippocampus areas was performed through RNA-seq. Genes known to be involved in several neurological functions showed a significant differential expression in the animal model for the disease compared to wild type. Among the pathways altered in both areas, axon guidance, calcium homeostasis, synapse and neuroactive ligand-receptor interaction, circadian rhythm, neuroinflammation and Wnt signaling were the most significant. Application of RNA sequencing to dissect pathogenic alterations of complex syndromes allows to photograph perturbations, both determining and determined by these disorders, which could simultaneously occur in several metabolic and biochemical pathways. Results also emphasize the common, altered pathways between neurodegenerative disorders affecting elderly and those associated with pediatric diseases of genetic origin, perhaps pointing out a general common course for neurodegeneration, independent from the primary triggering cause.
Collapse
Affiliation(s)
- Marika Salvalaio
- Women's and Children's Health Department, University of Padova, Via Giustiniani 3, 35128 Padova, Italy.
- Pediatric Research Institute-Città della Speranza, Corso Stati Uniti 4, 35127 Padova, Italy.
| | - Francesca D'Avanzo
- Women's and Children's Health Department, University of Padova, Via Giustiniani 3, 35128 Padova, Italy.
- Pediatric Research Institute-Città della Speranza, Corso Stati Uniti 4, 35127 Padova, Italy.
| | - Laura Rigon
- Women's and Children's Health Department, University of Padova, Via Giustiniani 3, 35128 Padova, Italy.
- Pediatric Research Institute-Città della Speranza, Corso Stati Uniti 4, 35127 Padova, Italy.
| | - Alessandra Zanetti
- Women's and Children's Health Department, University of Padova, Via Giustiniani 3, 35128 Padova, Italy.
- Pediatric Research Institute-Città della Speranza, Corso Stati Uniti 4, 35127 Padova, Italy.
| | - Michela D'Angelo
- CRIBI Biotechnology Center, University of Padova, Viale G. Colombo 3, 35121 Padova, Italy.
| | - Giorgio Valle
- CRIBI Biotechnology Center, University of Padova, Viale G. Colombo 3, 35121 Padova, Italy.
| | - Maurizio Scarpa
- Women's and Children's Health Department, University of Padova, Via Giustiniani 3, 35128 Padova, Italy.
- Pediatric Research Institute-Città della Speranza, Corso Stati Uniti 4, 35127 Padova, Italy.
- Brains for Brain Foundation, Via Giustiniani 3, 35128 Padova, Italy.
| | - Rosella Tomanin
- Women's and Children's Health Department, University of Padova, Via Giustiniani 3, 35128 Padova, Italy.
- Pediatric Research Institute-Città della Speranza, Corso Stati Uniti 4, 35127 Padova, Italy.
| |
Collapse
|
9
|
Wu P, Li YL, Cheng J, Chen L, Zhu X, Feng ZG, Zhang JS, Chu WY. Daily rhythmicity of clock gene transcript levels in fast and slow muscle fibers from Chinese perch (Siniperca chuatsi). BMC Genomics 2016; 17:1008. [PMID: 27931190 PMCID: PMC5146901 DOI: 10.1186/s12864-016-3373-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2016] [Accepted: 12/02/2016] [Indexed: 12/11/2022] Open
Abstract
Background Clock genes are considered to be the molecular core of biological clock in vertebrates and they are directly involved in the regulation of daily rhythms in vertebrate tissues such as skeletal muscles. Fish myotomes are composed of anatomically segregated fast and slow muscle fibers that possess different metabolic and contractile properties. To date, there is no report on the characterization of the circadian clock system components of slow muscles in fish. Results In the present study, the molecular clock components (clock, arntl1/2, cry1/2/3, cry-dash, npas2, nr1d1/2, per1/2/3, rorα and tim genes) and their daily transcription levels were characterized in slow and fast muscles of Chinese perch (Siniperca chuatsi). Among the 15 clock genes, nrld2 and per3 had no daily rhythmicity in slow muscles, and cry2/3 and tim displayed no daily rhythmicity in fast muscles of the adult fish. In the slow muscles, the highest expression of the most clock paralogs occurred at the dark period except arntl1, nr1d1, nr1d2 and tim. With the exception of nr1d2 and tim, the other clock genes had an acrophase at the light period in fast muscles. The circadian expression of the myogenic regulatory factors (mrf4 and myf5), mstn and pnca showed either a positive or a negative correlation with the transcription pattern of the clock genes in both types of muscles. Conclusions It was the first report to unravel the molecular clock components of the slow and fast muscles in vertebrates. The expressional pattern differences of the clock genes between the two types of muscle fibers suggest that the clock system may play key roles on muscle type-specific tissue maintenance and function. Electronic supplementary material The online version of this article (doi:10.1186/s12864-016-3373-z) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Ping Wu
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, Hunan, 410003, China
| | - Yu-Long Li
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, Hunan, 410003, China
| | - Jia Cheng
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, Hunan, 410003, China
| | - Lin Chen
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, Hunan, 410003, China
| | - Xin Zhu
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, Hunan, 410003, China
| | - Zhi-Guo Feng
- College of Life Sciences, Xinyang Normal University, Xinyang, Henan, 464000, China
| | - Jian-She Zhang
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, Hunan, 410003, China. .,Collaborative Innovation Center for Efficient and Health Production of Fisheries in Hunan Province, Changde, 415000, China.
| | - Wu-Ying Chu
- Department of Bioengineering and Environmental Science, Changsha University, Changsha, Hunan, 410003, China. .,Collaborative Innovation Center for Efficient and Health Production of Fisheries in Hunan Province, Changde, 415000, China.
| |
Collapse
|
10
|
Tebani A, Afonso C, Marret S, Bekri S. Omics-Based Strategies in Precision Medicine: Toward a Paradigm Shift in Inborn Errors of Metabolism Investigations. Int J Mol Sci 2016; 17:ijms17091555. [PMID: 27649151 PMCID: PMC5037827 DOI: 10.3390/ijms17091555] [Citation(s) in RCA: 105] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Revised: 09/06/2016] [Accepted: 09/07/2016] [Indexed: 12/20/2022] Open
Abstract
The rise of technologies that simultaneously measure thousands of data points represents the heart of systems biology. These technologies have had a huge impact on the discovery of next-generation diagnostics, biomarkers, and drugs in the precision medicine era. Systems biology aims to achieve systemic exploration of complex interactions in biological systems. Driven by high-throughput omics technologies and the computational surge, it enables multi-scale and insightful overviews of cells, organisms, and populations. Precision medicine capitalizes on these conceptual and technological advancements and stands on two main pillars: data generation and data modeling. High-throughput omics technologies allow the retrieval of comprehensive and holistic biological information, whereas computational capabilities enable high-dimensional data modeling and, therefore, accessible and user-friendly visualization. Furthermore, bioinformatics has enabled comprehensive multi-omics and clinical data integration for insightful interpretation. Despite their promise, the translation of these technologies into clinically actionable tools has been slow. In this review, we present state-of-the-art multi-omics data analysis strategies in a clinical context. The challenges of omics-based biomarker translation are discussed. Perspectives regarding the use of multi-omics approaches for inborn errors of metabolism (IEM) are presented by introducing a new paradigm shift in addressing IEM investigations in the post-genomic era.
Collapse
Affiliation(s)
- Abdellah Tebani
- Department of Metabolic Biochemistry, Rouen University Hospital, 76031 Rouen, France.
- Normandie University, UNIROUEN, INSERM, CHU Rouen, Laboratoire NeoVasc ERI28, 76000 Rouen, France.
- Normandie University, UNIROUEN, INSA Rouen, CNRS, COBRA, 76000 Rouen, France.
| | - Carlos Afonso
- Normandie University, UNIROUEN, INSA Rouen, CNRS, COBRA, 76000 Rouen, France.
| | - Stéphane Marret
- Normandie University, UNIROUEN, INSERM, CHU Rouen, Laboratoire NeoVasc ERI28, 76000 Rouen, France.
- Department of Neonatal Pediatrics, Intensive Care and Neuropediatrics, Rouen University Hospital, 76031 Rouen, France.
| | - Soumeya Bekri
- Department of Metabolic Biochemistry, Rouen University Hospital, 76031 Rouen, France.
- Normandie University, UNIROUEN, INSERM, CHU Rouen, Laboratoire NeoVasc ERI28, 76000 Rouen, France.
| |
Collapse
|
11
|
Palmieri O, Mazzoccoli G, Bossa F, Maglietta R, Palumbo O, Ancona N, Corritore G, Latiano T, Martino G, Rubino R, Biscaglia G, Scimeca D, Carella M, Annese V, Andriulli A, Latiano A. Systematic analysis of circadian genes using genome-wide cDNA microarrays in the inflammatory bowel disease transcriptome. Chronobiol Int 2016; 32:903-16. [PMID: 26172092 DOI: 10.3109/07420528.2015.1050726] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Simultaneous analysis of the transcripts of thousands of genes by cDNA microarrays allows the identification of genetic regulatory mechanisms involved in disease pathophysiology. The circadian clock circuitry controls essential cell processes and the functioning of organ systems, which are characterized by rhythmic variations with 24-hour periodicity. The derangement of these processes is involved in the basic mechanisms of inflammatory, metabolic, degenerative and neoplastic diseases. We evaluated by genome-wide cDNA microarray analysis the transcriptome of endoscopic mucosal biopsies of patients with inflammatory bowel diseases (IBD) focusing on the expression of circadian genes in Crohn's disease (CD) and ulcerative colitis (UC). Twenty-nine IBD patients (15 with CD and 14 with UC) were enrolled and mucosal biopsies were sampled at either inflamed or adjacent non-inflamed areas of the colon. A total of 150 circadian genes involved in pathways controlling crucial cell processes and tissue functions were investigated. In CD specimens 50 genes were differentially expressed, and 21 genes resulted up-regulated when compared to healthy colonic mucosa. In UC specimens 50 genes were differentially expressed, and 27 genes resulted up-regulated when compared to healthy colonic mucosa. Among the core clock genes ARNTL2 and RORA were up-regulated, while CSNK2B, NPAS2, PER1 and PER3 were down-regulated in CD specimens. Conversely, ARNTL2, CRY1, CSNK1E, RORA and TIPIN were up-regulated, while NR1D2 and PER3 were down-regulated in UC. In conclusion, in CD and UC patients there are differences in the expression of circadian genes between normal and diseased intestinal mucosa. The deregulated genes evidenced by transcriptome analysis in the major IBDs may play a crucial role in the pathophysiological mechanisms and may suggest novel therapeutic approaches.
Collapse
Affiliation(s)
- Orazio Palmieri
- a Department of Medical Sciences , Division of Gastroenterology and
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
12
|
Mazza T, Mazzoccoli G, Fusilli C, Capocefalo D, Panza A, Biagini T, Castellana S, Gentile A, De Cata A, Palumbo O, Stallone R, Rubino R, Carella M, Piepoli A. Multifaceted enrichment analysis of RNA-RNA crosstalk reveals cooperating micro-societies in human colorectal cancer. Nucleic Acids Res 2016; 44:4025-36. [PMID: 27067546 PMCID: PMC4872111 DOI: 10.1093/nar/gkw245] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2014] [Accepted: 03/24/2016] [Indexed: 12/16/2022] Open
Abstract
Alterations in the balance of mRNA and microRNA (miRNA) expression profiles contribute to the onset and development of colorectal cancer. The regulatory functions of individual miRNA-gene pairs are widely acknowledged, but group effects are largely unexplored. We performed an integrative analysis of mRNA–miRNA and miRNA–miRNA interactions using high-throughput mRNA and miRNA expression profiles obtained from matched specimens of human colorectal cancer tissue and adjacent non-tumorous mucosa. This investigation resulted in a hypernetwork-based model, whose functional backbone was fulfilled by tight micro-societies of miRNAs. These proved to modulate several genes that are known to control a set of significantly enriched cancer-enhancer and cancer-protection biological processes, and that an array of upstream regulatory analyses demonstrated to be dependent on miR-145, a cell cycle and MAPK signaling cascade master regulator. In conclusion, we reveal miRNA-gene clusters and gene families with close functional relationships and highlight the role of miR-145 as potent upstream regulator of a complex RNA–RNA crosstalk, which mechanistically modulates several signaling pathways and regulatory circuits that when deranged are relevant to the changes occurring in colorectal carcinogenesis.
Collapse
Affiliation(s)
- Tommaso Mazza
- Bioinformatics Unit, IRCCS Scientific Institute and Regional General Hospital 'Casa Sollievo della Sofferenza', San Giovanni Rotondo (FG), Italy
| | - Gianluigi Mazzoccoli
- Department of Medical Sciences, Division of Internal Medicine and Chronobiology Unit, IRCCS Scientific Institute and Regional General Hospital 'Casa Sollievo della Sofferenza', San Giovanni Rotondo (FG), Italy
| | - Caterina Fusilli
- Bioinformatics Unit, IRCCS Scientific Institute and Regional General Hospital 'Casa Sollievo della Sofferenza', San Giovanni Rotondo (FG), Italy
| | - Daniele Capocefalo
- Bioinformatics Unit, IRCCS Scientific Institute and Regional General Hospital 'Casa Sollievo della Sofferenza', San Giovanni Rotondo (FG), Italy
| | - Anna Panza
- Department of Medical Sciences, Division of Gastroenterology and Research Laboratory, IRCCS Scientific Institute and Regional General Hospital 'Casa Sollievo della Sofferenza', San Giovanni Rotondo (FG), Italy
| | - Tommaso Biagini
- Bioinformatics Unit, IRCCS Scientific Institute and Regional General Hospital 'Casa Sollievo della Sofferenza', San Giovanni Rotondo (FG), Italy
| | - Stefano Castellana
- Bioinformatics Unit, IRCCS Scientific Institute and Regional General Hospital 'Casa Sollievo della Sofferenza', San Giovanni Rotondo (FG), Italy
| | - Annamaria Gentile
- Department of Medical Sciences, Division of Gastroenterology and Research Laboratory, IRCCS Scientific Institute and Regional General Hospital 'Casa Sollievo della Sofferenza', San Giovanni Rotondo (FG), Italy
| | - Angelo De Cata
- Department of Medical Sciences, Division of Internal Medicine and Chronobiology Unit, IRCCS Scientific Institute and Regional General Hospital 'Casa Sollievo della Sofferenza', San Giovanni Rotondo (FG), Italy
| | - Orazio Palumbo
- Medical Genetics, IRCCS Scientific Institute and Regional General Hospital 'Casa Sollievo della Sofferenza', San Giovanni Rotondo (FG), Italy
| | - Raffaella Stallone
- Medical Genetics, IRCCS Scientific Institute and Regional General Hospital 'Casa Sollievo della Sofferenza', San Giovanni Rotondo (FG), Italy
| | - Rosa Rubino
- Department of Medical Sciences, Division of Internal Medicine and Chronobiology Unit, IRCCS Scientific Institute and Regional General Hospital 'Casa Sollievo della Sofferenza', San Giovanni Rotondo (FG), Italy
| | - Massimo Carella
- Medical Genetics, IRCCS Scientific Institute and Regional General Hospital 'Casa Sollievo della Sofferenza', San Giovanni Rotondo (FG), Italy
| | - Ada Piepoli
- Division of Epidemiology and Health Statistics, IRCCS Scientific Institute and Regional General Hospital 'Casa Sollievo della Sofferenza', San Giovanni Rotondo (FG), Italy
| |
Collapse
|
13
|
Mazza T, Fusilli C, Saracino C, Mazzoccoli G, Tavano F, Vinciguerra M, Pazienza V. Functional Impact of Autophagy-Related Genes on the Homeostasis and Dynamics of Pancreatic Cancer Cell Lines. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2015; 12:667-678. [PMID: 26357277 DOI: 10.1109/tcbb.2014.2371824] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Pancreatic cancer is a highly aggressive and chemotherapy-resistant malignant neoplasm. In basal condition, it is characterized by elevated autophagy activity, which is required for tumor growth and that correlates with treatment failure. We analyzed the expression of autophagy related genes in different pancreatic cancer cell lines. A correlation-based network analysis evidenced the sociality and topological roles of the autophagy-related genes after serum starvation. Structural and functional tests identified a core set of autophagy related genes, suggesting different scenarios of autophagic responses to starvation, which may be responsible for the clinical variations associated with pancreatic cancer pathogenesis.
Collapse
|
14
|
Lin LL, Huang HC, Juan HF. Circadian systems biology in Metazoa. Brief Bioinform 2015; 16:1008-24. [PMID: 25758249 DOI: 10.1093/bib/bbv006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2014] [Indexed: 12/30/2022] Open
Abstract
Systems biology, which can be defined as integrative biology, comprises multistage processes that can be used to understand components of complex biological systems of living organisms and provides hierarchical information to decoding life. Using systems biology approaches such as genomics, transcriptomics and proteomics, it is now possible to delineate more complicated interactions between circadian control systems and diseases. The circadian rhythm is a multiscale phenomenon existing within the body that influences numerous physiological activities such as changes in gene expression, protein turnover, metabolism and human behavior. In this review, we describe the relationships between the circadian control system and its related genes or proteins, and circadian rhythm disorders in systems biology studies. To maintain and modulate circadian oscillation, cells possess elaborative feedback loops composed of circadian core proteins that regulate the expression of other genes through their transcriptional activities. The disruption of these rhythms has been reported to be associated with diseases such as arrhythmia, obesity, insulin resistance, carcinogenesis and disruptions in natural oscillations in the control of cell growth. This review demonstrates that lifestyle is considered as a fundamental factor that modifies circadian rhythm, and the development of dysfunctions and diseases could be regulated by an underlying expression network with multiple circadian-associated signals.
Collapse
|
15
|
Mazzoccoli G, Mazza T, Vinciguerra M, Castellana S, Scarpa M. The biological clock and the molecular basis of lysosomal storage diseases. JIMD Rep 2015; 18:93-105. [PMID: 25583520 DOI: 10.1007/8904_2014_354] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2014] [Revised: 08/06/2014] [Accepted: 08/08/2014] [Indexed: 12/16/2022] Open
Abstract
The lysosomal storage disorders encompass nearly fifty diseases provoked by lack or deficiency of enzymes essential for the breakdown of complex molecules and hallmarked by accumulation in the lysosomes of metabolic residues. Histochemistry and cytochemistry studies evidenced patterns of circadian variation of the lysosomal marker enzymes, suggesting that lysosomal function oscillates rhythmically during the 24-h day. The circadian rhythmicity of cellular processes is driven by the biological clock ticking through transcriptional/translational feedback loops hardwired by circadian genes and proteins. Malfunction of the molecular clockwork may provoke severe deregulation of downstream gene expression regulating a complex array of cellular functions leading to anatomical and functional changes. In this review we highlight that all the genes mutated in lysosomal storage disorders encode circadian transcripts suggesting a direct participation of the biological clock in the pathophysiological mechanisms underlying cellular and tissue derangements hallmarking these hereditary diseases. The 24-h periodicity of oscillation of gene transcription and translation could lead in physiological conditions to circadian rhythmicity of fluctuation of enzyme levels and activity, so that gene transfer could be envisaged to reproduce 24-h periodicity of variation of enzymatic dynamics and circadian rhythmicity could have an impact on the schedule of enzyme replacement therapy.
Collapse
Affiliation(s)
- Gianluigi Mazzoccoli
- Division of Internal Medicine and Chronobiology Unit, Department of Medical Sciences, IRCCS Scientific Institute and Regional General Hospital "Casa Sollievo della Sofferenza", S.Giovanni Rotondo, (FG), Italy,
| | | | | | | | | |
Collapse
|