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Silva-García CG. Devo-Aging: Intersections Between Development and Aging. GeroScience 2023; 45:2145-2159. [PMID: 37160658 PMCID: PMC10651630 DOI: 10.1007/s11357-023-00809-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Accepted: 04/25/2023] [Indexed: 05/11/2023] Open
Abstract
There are two fundamental questions in developmental biology. How does a single fertilized cell give rise to a whole body? and how does this body later produce progeny? Synchronization of these embryonic and postembryonic developments ensures continuity of life from one generation to the next. An enormous amount of work has been done to unravel the molecular mechanisms behind these processes, but more recently, modern developmental biology has been expanded to study development in wider contexts, including regeneration, environment, disease, and even aging. However, we have just started to understand how the mechanisms that govern development also regulate aging. This review discusses examples of signaling pathways involved in development to elucidate how their regulation influences healthspan and lifespan. Therefore, a better knowledge of developmental signaling pathways stresses the possibility of using them as innovative biomarkers and targets for aging and age-related diseases.
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Affiliation(s)
- Carlos Giovanni Silva-García
- Department of Molecular Biology, Cell Biology, and Biochemistry, Brown University, Providence, RI, USA.
- Center on the Biology of Aging, Brown University, Providence, RI, USA.
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Jeon M, Xie Z, Evangelista JE, Wojciechowicz ML, Clarke DJB, Ma’ayan A. Transforming L1000 profiles to RNA-seq-like profiles with deep learning. BMC Bioinformatics 2022; 23:374. [PMID: 36100892 PMCID: PMC9472394 DOI: 10.1186/s12859-022-04895-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 08/17/2022] [Indexed: 11/10/2022] Open
Abstract
AbstractThe L1000 technology, a cost-effective high-throughput transcriptomics technology, has been applied to profile a collection of human cell lines for their gene expression response to > 30,000 chemical and genetic perturbations. In total, there are currently over 3 million available L1000 profiles. Such a dataset is invaluable for the discovery of drug and target candidates and for inferring mechanisms of action for small molecules. The L1000 assay only measures the mRNA expression of 978 landmark genes while 11,350 additional genes are computationally reliably inferred. The lack of full genome coverage limits knowledge discovery for half of the human protein coding genes, and the potential for integration with other transcriptomics profiling data. Here we present a Deep Learning two-step model that transforms L1000 profiles to RNA-seq-like profiles. The input to the model are the measured 978 landmark genes while the output is a vector of 23,614 RNA-seq-like gene expression profiles. The model first transforms the landmark genes into RNA-seq-like 978 gene profiles using a modified CycleGAN model applied to unpaired data. The transformed 978 RNA-seq-like landmark genes are then extrapolated into the full genome space with a fully connected neural network model. The two-step model achieves 0.914 Pearson’s correlation coefficients and 1.167 root mean square errors when tested on a published paired L1000/RNA-seq dataset produced by the LINCS and GTEx programs. The processed RNA-seq-like profiles are made available for download, signature search, and gene centric reverse search with unique case studies.
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Zeng LH, Barkat MQ, Syed SK, Shah S, Abbas G, Xu C, Mahdy A, Hussain N, Hussain L, Majeed A, Khan KUR, Wu X, Hussain M. Hedgehog Signaling: Linking Embryonic Lung Development and Asthmatic Airway Remodeling. Cells 2022; 11:1774. [PMID: 35681469 PMCID: PMC9179967 DOI: 10.3390/cells11111774] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 05/05/2022] [Accepted: 05/16/2022] [Indexed: 12/28/2022] Open
Abstract
The development of the embryonic lung demands complex endodermal-mesodermal interactions, which are regulated by a variety of signaling proteins. Hedgehog (Hh) signaling is vital for lung development. It plays a key regulatory role during several morphogenic mechanisms, such as cell growth, differentiation, migration, and persistence of cells. On the other hand, abnormal expression or loss of regulation of Hh signaling leads to airway asthmatic remodeling, which is characterized by cellular matrix modification in the respiratory system, goblet cell hyperplasia, deposition of collagen, epithelial cell apoptosis, proliferation, and activation of fibroblasts. Hh also targets some of the pathogens and seems to have a significant function in tissue repairment and immune-related disorders. Similarly, aberrant Hh signaling expression is critically associated with the etiology of a variety of other airway lung diseases, mainly, bronchial or tissue fibrosis, lung cancer, and pulmonary arterial hypertension, suggesting that controlled regulation of Hh signaling is crucial to retain healthy lung functioning. Moreover, shreds of evidence imply that the Hh signaling pathway links to lung organogenesis and asthmatic airway remodeling. Here, we compiled all up-to-date investigations linked with the role of Hh signaling in the development of lungs as well as the attribution of Hh signaling in impairment of lung expansion, airway remodeling, and immune response. In addition, we included all current investigational and therapeutic approaches to treat airway asthmatic remodeling and immune system pathway diseases.
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Affiliation(s)
- Ling-Hui Zeng
- Department of Pharmacology, Zhejiang University City College, 51 Huzhou Street, Hangzhou 310015, China;
| | - Muhammad Qasim Barkat
- Key Laboratory of CFDA for Respiratory Drug Research, Department of Pharmacology, School of Medicine, Zhejiang University, Hangzhou 310058, China; (M.Q.B.); (C.X.)
| | - Shahzada Khurram Syed
- Department of Basic Medical Sciences, School of Health Sciences, University of Management and Technology Lahore, Lahore 54000, Pakistan;
| | - Shahid Shah
- Faculty of Pharmaceutical Sciences, Government College University, Faisalabad 38000, Pakistan; (S.S.); (G.A.); (L.H.)
| | - Ghulam Abbas
- Faculty of Pharmaceutical Sciences, Government College University, Faisalabad 38000, Pakistan; (S.S.); (G.A.); (L.H.)
| | - Chengyun Xu
- Key Laboratory of CFDA for Respiratory Drug Research, Department of Pharmacology, School of Medicine, Zhejiang University, Hangzhou 310058, China; (M.Q.B.); (C.X.)
| | - Amina Mahdy
- Medical Pharmacology Department, International School of Medicine, Istanbul Medipol University, Istanbul 34000, Turkey;
| | - Nadia Hussain
- Department of Pharmaceutical Sciences, College of Pharmacy, Al Ain University, Al Ain 64141, United Arab Emirates;
| | - Liaqat Hussain
- Faculty of Pharmaceutical Sciences, Government College University, Faisalabad 38000, Pakistan; (S.S.); (G.A.); (L.H.)
| | - Abdul Majeed
- Faculty of Pharmacy, Bahauddin Zakariya University, Mulatn 60000, Pakistan;
| | - Kashif-ur-Rehman Khan
- Faculty of Pharmacy, The Islamia University of Bahawalpur, Bahawalpur 63100, Pakistan;
| | - Ximei Wu
- Department of Pharmacology, Zhejiang University City College, 51 Huzhou Street, Hangzhou 310015, China;
| | - Musaddique Hussain
- Faculty of Pharmacy, The Islamia University of Bahawalpur, Bahawalpur 63100, Pakistan;
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Lao T, Jiang Z, Yun J, Qiu W, Guo F, Huang C, Mancini JD, Gupta K, Laucho-Contreras ME, Naing ZZC, Zhang L, Perrella MA, Owen CA, Silverman EK, Zhou X. Hhip haploinsufficiency sensitizes mice to age-related emphysema. Proc Natl Acad Sci U S A 2016; 113:E4681-7. [PMID: 27444019 PMCID: PMC4987811 DOI: 10.1073/pnas.1602342113] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Genetic variants in Hedgehog interacting protein (HHIP) have consistently been associated with the susceptibility to develop chronic obstructive pulmonary disease and pulmonary function levels, including the forced expiratory volume in 1 s (FEV1), in general population samples by genome-wide association studies. However, in vivo evidence connecting Hhip to age-related FEV1 decline and emphysema development is lacking. Herein, using Hhip heterozygous mice (Hhip(+/-)), we observed increased lung compliance and spontaneous emphysema in Hhip(+/-) mice starting at 10 mo of age. This increase was preceded by increases in oxidative stress levels in the lungs of Hhip(+/-) vs. Hhip(+/+) mice. To our knowledge, these results provide the first line of evidence that HHIP is involved in maintaining normal lung function and alveolar structures. Interestingly, antioxidant N-acetyl cysteine treatment in mice starting at age of 5 mo improved lung function and prevented emphysema development in Hhip(+/-) mice, suggesting that N-acetyl cysteine treatment limits the progression of age-related emphysema in Hhip(+/-) mice. Therefore, reduced lung function and age-related spontaneous emphysema development in Hhip(+/-) mice may be caused by increased oxidative stress levels in murine lungs as a result of haploinsufficiency of Hhip.
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Affiliation(s)
- Taotao Lao
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115
| | - Zhiqiang Jiang
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115
| | - Jeong Yun
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115; Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115
| | - Weiliang Qiu
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115
| | - Feng Guo
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115
| | - Chunfang Huang
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115
| | - John Dominic Mancini
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115
| | - Kushagra Gupta
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115
| | - Maria E Laucho-Contreras
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115; Chronic Obstructive Pulmonary Disease Program, The Lovelace Respiratory Research Institute, Albuquerque, NM 87108
| | - Zun Zar Chi Naing
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115
| | - Li Zhang
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115
| | - Mark A Perrella
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115; Pediatric Newborn Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115
| | - Caroline A Owen
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115; Chronic Obstructive Pulmonary Disease Program, The Lovelace Respiratory Research Institute, Albuquerque, NM 87108
| | - Edwin K Silverman
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115; Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115
| | - Xiaobo Zhou
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115; Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115;
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Abstract
The Hedgehog (Hh) signaling pathway plays a key role during embryogenesis and tissue regeneration. Recently, studies revealed that overactivated Hh signaling leads to fibrogenesis in many types of tissues. The activation of Hh signaling is involved in the epithelial-mesenchymal transition and excessive extracellular matrix deposition. Blockade of Hh signaling abolishes the induction of the epithelial-mesenchymal transition and ameliorates tissue fibrosis. Therefore, new therapeutic targets to alleviate fibrosis based on the Hh signaling have attracted a great deal of attention. This is a new strategy for treating fibrosis and other related diseases. In this review, we discuss the crucial role of Hh signaling in fibrogenesis to provide a better understanding of their relationship and to encourage the study of novel targeted therapies.
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Affiliation(s)
- Liping Hu
- Department of Laboratory Medicine, First Affiliated Hospital, Wenzhou Medical University, Wenzhou (L.H., X.L., H.L.); Department of Laboratory Medicine, JianLi County People's Hospital, Jingzhou (L.H.); and Wenzhou Key Laboratory of Surgery, First Affiliated Hospital, Wenzhou Medical University, Wenzhou (B.C., Y.B.), People's Republic of China
| | - Xiangyang Lin
- Department of Laboratory Medicine, First Affiliated Hospital, Wenzhou Medical University, Wenzhou (L.H., X.L., H.L.); Department of Laboratory Medicine, JianLi County People's Hospital, Jingzhou (L.H.); and Wenzhou Key Laboratory of Surgery, First Affiliated Hospital, Wenzhou Medical University, Wenzhou (B.C., Y.B.), People's Republic of China
| | - Hong Lu
- Department of Laboratory Medicine, First Affiliated Hospital, Wenzhou Medical University, Wenzhou (L.H., X.L., H.L.); Department of Laboratory Medicine, JianLi County People's Hospital, Jingzhou (L.H.); and Wenzhou Key Laboratory of Surgery, First Affiliated Hospital, Wenzhou Medical University, Wenzhou (B.C., Y.B.), People's Republic of China
| | - Bicheng Chen
- Department of Laboratory Medicine, First Affiliated Hospital, Wenzhou Medical University, Wenzhou (L.H., X.L., H.L.); Department of Laboratory Medicine, JianLi County People's Hospital, Jingzhou (L.H.); and Wenzhou Key Laboratory of Surgery, First Affiliated Hospital, Wenzhou Medical University, Wenzhou (B.C., Y.B.), People's Republic of China
| | - Yongheng Bai
- Department of Laboratory Medicine, First Affiliated Hospital, Wenzhou Medical University, Wenzhou (L.H., X.L., H.L.); Department of Laboratory Medicine, JianLi County People's Hospital, Jingzhou (L.H.); and Wenzhou Key Laboratory of Surgery, First Affiliated Hospital, Wenzhou Medical University, Wenzhou (B.C., Y.B.), People's Republic of China
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Kishi S. Using zebrafish models to explore genetic and epigenetic impacts on evolutionary developmental origins of aging. Transl Res 2014; 163:123-35. [PMID: 24239812 PMCID: PMC3969878 DOI: 10.1016/j.trsl.2013.10.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2013] [Revised: 10/20/2013] [Accepted: 10/21/2013] [Indexed: 01/10/2023]
Abstract
Can we reset, reprogram, rejuvenate, or reverse the organismal aging process? Certain genetic manipulations could at least reset and reprogram epigenetic dynamics beyond phenotypic plasticity and elasticity in cells, which can be manipulated further into organisms. However, in a whole complex aging organism, how can we rejuvenate intrinsic resources and infrastructures in an intact and noninvasive manner? The incidence of diseases increases exponentially with age, accompanied by progressive deteriorations of physiological functions in organisms. Aging-associated diseases are sporadic but essentially inevitable complications arising from senescence. Senescence is often considered the antithesis of early development, but yet there may be factors and mechanisms in common between these 2 phenomena to rejuvenate over the dynamic process of aging. The association between early development and late-onset disease with advancing age is thought to come from a consequence of developmental plasticity, the phenomenon by which one genotype can give rise to a range of physiologically and/or morphologically adaptive states based on diverse epigenotypes in response to intrinsic or extrinsic environmental cues and genetic perturbations. We hypothesized that the future aging process can be predictive based on adaptivity during the early developmental period. Modulating the thresholds and windows of plasticity and its robustness by molecular genetic and chemical epigenetic approaches, we have successfully conducted experiments to isolate zebrafish mutants expressing apparently altered senescence phenotypes during their embryonic and/or larval stages ("embryonic/larval senescence"). Subsequently, at least some of these mutant animals were found to show a shortened life span, whereas others would be expected to live longer into adulthood. We anticipate that previously uncharacterized developmental genes may mediate the aging process and play a pivotal role in senescence. On the other hand, unexpected senescence-related genes might also be involved in the early developmental process and its regulation. The ease of manipulation using the zebrafish system allows us to conduct an exhaustive exploration of novel genes, genotypes, and epigenotypes that can be linked to the senescence phenotype, which facilitates searching for the evolutionary and developmental origins of aging in vertebrates.
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Affiliation(s)
- Shuji Kishi
- Department of Metabolism & Aging, The Scripps Research Institute, Scripps Florida, Jupiter, Fla.
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Sasaki T, Kishi S. Molecular and chemical genetic approaches to developmental origins of aging and disease in zebrafish. Biochim Biophys Acta Mol Basis Dis 2013; 1832:1362-70. [PMID: 23660559 DOI: 10.1016/j.bbadis.2013.04.030] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2013] [Revised: 04/26/2013] [Accepted: 04/29/2013] [Indexed: 12/13/2022]
Abstract
The incidence of diseases increases rapidly with age, accompanied by progressive deteriorations of physiological functions in organisms. Aging-associated diseases are sporadic but mostly inevitable complications arising from senescence. Senescence is often considered the antithesis of early development, but yet there may be factors and mechanisms in common between these two phenomena over the dynamic process of aging. The association between early development and late-onset disease with advancing age is thought to come from a consequence of developmental plasticity, the phenomenon by which one genotype can give rise to a range of physiologically and/or morphologically adaptive states in response to different environmental or genetic perturbations. On the one hand, we hypothesized that the future aging process can be predictive based on adaptivity during the early developmental period. Modulating the thresholds of adaptive plasticity by chemical genetic approaches, we have been investigating whether any relationship exists between the regulatory mechanisms that function in early development and in senescence using the zebrafish (Danio rerio), a small freshwater fish and a useful model animal for genetic studies. We have successfully conducted experiments to isolate zebrafish mutants expressing apparently altered senescence phenotypes during embryogenesis ("embryonic senescence"), subsequently showing shortened lifespan in adulthoods. We anticipate that previously uncharacterized developmental genes may mediate the aging process and play a pivotal role in senescence. On the other hand, unexpected senescence-related genes might also be involved in the early developmental process and regulation. The ease of manipulation using the zebrafish system allows us to conduct an exhaustive exploration of novel genes and small molecular compounds that can be linked to the senescence phenotype, and thereby facilitates searching for the evolutionary and developmental origins of aging in vertebrates. This article is part of a Special Issue entitled: Animal Models of Disease.
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Affiliation(s)
- Tomoyuki Sasaki
- Department of Metabolism & Aging, The Scripps Research Institute, USA
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Szkandera J, Kiesslich T, Haybaeck J, Gerger A, Pichler M. Hedgehog signaling pathway in ovarian cancer. Int J Mol Sci 2013; 14:1179-96. [PMID: 23303278 PMCID: PMC3565315 DOI: 10.3390/ijms14011179] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2012] [Revised: 12/30/2012] [Accepted: 01/05/2013] [Indexed: 12/11/2022] Open
Abstract
Despite advances in surgical and chemotherapeutic treatment options, less than 50% of patients with advanced-stage ovarian cancer survive five years after initial diagnosis. In this regard, novel treatment approaches are warranted utilizing molecularly targeted therapies directed against particular components of specific signaling pathways which are required for tumor development and progression. One molecular pathway of interest is the hedgehog (Hh) signaling pathway. Activation of the Hh pathway has been observed in several cancer types, including ovarian cancer. This review highlights the crucial role of Hh signaling in the development and progression of ovarian cancer and might lead to a better understanding of the Hh signaling in ovarian tumorigenesis, thus encouraging the investigation of novel targeted therapies.
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Affiliation(s)
- Joanna Szkandera
- Division of Clinical Oncology, Department of Medicine, Medical University of Graz, 8036 Graz, Austria; E-Mails: (J.S.); (A.G.)
| | - Tobias Kiesslich
- Department of Internal Medicine I, Paracelsus Medical University/Salzburger Landeskliniken (SALK), 5020 Salzburg, Austria; E-Mail:
| | - Johannes Haybaeck
- Institute of Pathology, Medical University of Graz, 8036 Graz, Austria; E-Mail:
| | - Armin Gerger
- Division of Clinical Oncology, Department of Medicine, Medical University of Graz, 8036 Graz, Austria; E-Mails: (J.S.); (A.G.)
| | - Martin Pichler
- Division of Clinical Oncology, Department of Medicine, Medical University of Graz, 8036 Graz, Austria; E-Mails: (J.S.); (A.G.)
- Author to whom correspondence should be addressed; E-Mail: ; Tel.: +43-316-385-81320; Fax: +43-316-385-13355
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