scholarly journals Dual discriminative local coding for tissue aging analysis

2017 ◽  
Vol 38 ◽  
pp. 65-76
Author(s):  
Yang Song ◽  
Qing Li ◽  
Fan Zhang ◽  
Heng Huang ◽  
Dagan Feng ◽  
...  
Keyword(s):  
Author(s):  
Yang Song ◽  
Weidong Cat ◽  
Fan Zhang ◽  
Heng Huang ◽  
David Dagan Feng ◽  
...  

2020 ◽  
Vol 2020 ◽  
pp. 1-10
Author(s):  
Fasee Ullah ◽  
Izhar Ullah ◽  
Atif Khan ◽  
M. Irfan Uddin ◽  
Hashem Alyami ◽  
...  

There is a need to develop an effective data preservation scheme with minimal information loss when the patient’s data are shared in public interest for different research activities. Prior studies have devised different approaches for data preservation in healthcare domains; however, there is still room for improvement in the design of an elegant data preservation approach. With that motivation behind, this study has proposed a medical healthcare-IoTs-based infrastructure with restricted access. The infrastructure comprises two algorithms. The first algorithm protects the sensitivity information of a patient with quantifying minimum information loss during the anonymization process. The algorithm has also designed the access polices comprising the public access, doctor access, and the nurse access, to access the sensitivity information of a patient based on the clustering concept. The second suggested algorithm is K-anonymity privacy preservation based on local coding, which is based on cell suppression. This algorithm utilizes a mapping method to classify the data into different regions in such a manner that the data of the same group are placed in the same region. The benefit of using local coding is to restrict third-party users, such as doctors and nurses, when trying to insert incorrect values in order to access real patient data. Efficiency of the proposed algorithm is evaluated against the state-of-the-art algorithm by performing extensive simulations. Simulation results demonstrate benefits of the proposed algorithms in terms of efficient cluster formation in minimum time, minimum information loss, and execution time for data dissemination.


2001 ◽  
pp. 393-4047
Author(s):  
Hillar Klandorf ◽  
Dinesh Rathore ◽  
Muhammad Iqbal ◽  
Xianglin Shi ◽  
Melvin Simoyi ◽  
...  

2021 ◽  
Author(s):  
Mohammad Faujul Kabir ◽  
Adam Karami ◽  
Ricardo Cruz-Acuna ◽  
Alena Klochkova ◽  
Reshu Saxena ◽  
...  

ABSTRACTStratified squamous epithelium of the esophagus is comprised of basal keratinocytes that execute a terminal differentiation program in overlying suprabasal and superficial cell layers. Although morphologic progression coupled with expression of specific molecular markers has been characterized along the esophageal epithelial differentiation gradient, the molecular heterogeneity within the cell types along this trajectory has yet to be classified at the level of single cell resolution. To explore the molecular characteristics of esophageal keratinocytes along the squamous differentiation continuum, we performed single cell RNA-Sequencing transcriptomic profiling of 7,972 cells from murine esophageal epithelial sheets. We identified 8 distinct cell clusters in esophageal epithelium, unveiling an unexpected level of diversity, particularly among basal cells. We further mapped the cellular pathways and lineage trajectories within basal, suprabasal, and superficial clusters as well as within the heterogeneous basal cell populations, providing a comprehensive molecular view of esophageal epithelial cells in the context of squamous differentiation. Finally, we explored the impact of tissue aging upon esophageal epithelial cell clusters and demonstrated that mitochondrial dysfunction is a feature of aging in normal esophageal epithelium. These studies provide an unparalleled molecular perspective on murine esophageal keratinocytes that will serve as a valuable resource for dissecting cell type-specific roles in esophageal biology under conditions of homeostasis, aging, and tissue pathology.


2021 ◽  
Author(s):  
Qiong Wang ◽  
Guan Wang ◽  
Gaoyan Li ◽  
Anying Song ◽  
Wenting Dai ◽  
...  

Abstract The average fat mass in adults increases dramatically with age, and older people often suffer from visceral obesity and related adverse metabolic disorders. Unfortunately, how aging leads to fat accumulation is poorly understood. It is known that fat cell (adipocyte) turnover is very low in young mice, similar to that in young humans. Here, we find that mice mimic age-related fat expansion in humans. In vivo lineage tracing shows that massive adipogenesis (the generation of new adipocytes), especially in the visceral fat, is triggered during aging. Thus, in contrast to most types of adult stem cells that exhibit a reduced ability to proliferate and differentiate, the adipogenic potential of adipocyte progenitor cells (APCs) is unlocked by aging. In vivo transplantation and 3D imaging of transplants show that APCs in aged mice cell-autonomously gain high adipogenic capacity. Single-cell RNA sequencing analyses reveal that aging globally remodels APCs. Herein, we identify a novel committed preadipocyte population that is age-specific (CP-A), existing both in mice and humans, with a global activation of proliferation and adipogenesis pathways. CP-A cells display high proliferation and adipogenesis activity, both in vivo and in vitro. Macrophages may regulate the remodeling of APCs and the generation of CP-A cells during aging. Together, these findings define a new fundamental mechanism involved in fat tissue aging and offer prospects for preventing and treating age-related metabolic disorders.


Author(s):  
Xiao Sheng ◽  
Yuedan Zhu ◽  
Juanyu Zhou ◽  
La Yan ◽  
Gang Du ◽  
...  

The dysfunction or exhaustion of adult stem cells during aging is closely linked to tissue aging and age-related diseases. Circumventing this aging-related exhaustion of adult stem cells could significantly alleviate the functional decline of organs. Therefore, identifying small molecular compounds that could prevent the age-related decline of stem cell function is a primary goal in anti-aging research. Caffeic acid (CA), a phenolic compound synthesized in plants, offers substantial health benefits for multiple age-related diseases and aging. However, the effects of CA on adult stem cells remain largely unknown. Using the Drosophila midgut as a model, this study showed that oral administration with CA significantly delayed age-associated Drosophila gut dysplasia caused by the dysregulation of intestinal stem cells (ISCs) upon aging. Moreover, administering CA retarded the decline of intestinal functions in aged Drosophila and prevented hyperproliferation of age-associated ISC by suppressing oxidative stress-associated JNK signaling. On the other hand, CA supplementation significantly ameliorated the gut hyperplasia defect and reduced environmentally induced mortality, revealing the positive effects of CA on tolerance to stress responses. Taken together, our findings report a crucial role of CA in delaying age-related changes in ISCs of Drosophila.


Bone ◽  
2018 ◽  
Vol 110 ◽  
pp. 187-193 ◽  
Author(s):  
Petar Milovanovic ◽  
Annika vom Scheidt ◽  
Kathrin Mletzko ◽  
George Sarau ◽  
Klaus Püschel ◽  
...  

1993 ◽  
Vol 75 (10) ◽  
pp. 1533-1548 ◽  
Author(s):  
J A Buckwalter ◽  
S L Woo ◽  
V M Goldberg ◽  
E C Hadley ◽  
F Booth ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document