1
|
Akiyama Y, Yao JR, Kreder KJ, O'Donnell MA, Lutgendorf SK, Lyu D, Maeda D, Kume H, Homma Y, Luo Y. Autoimmunity to urothelial antigen causes bladder inflammation, pelvic pain, and voiding dysfunction: a novel animal model for Hunner-type interstitial cystitis. Am J Physiol Renal Physiol 2020; 320:F174-F182. [PMID: 33308017 DOI: 10.1152/ajprenal.00290.2020] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Recent evidence revealed that Hunner-type interstitial cystitis (HIC) is a robust inflammatory disease potentially associated with enhanced immune responses and histologically characterized by epithelial denudation and lymphoplasmacytic infiltration with frequent clonal expansion of infiltrating B cells. To date, few animal models that reproduce the histological and clinical correlates of HIC have yet been established. In the present study, we aimed to develop a novel animal model for HIC via autoimmunity to the bladder urothelium using the transgenic mouse model (URO-OVA) that expresses the membrane form of the model antigen ovalbumin (OVA) as a self-antigen on the bladder urothelium. OVA-specific lymphocytes (splenocytes) were generated by immunization of C57BL/6 mice with OVA protein and injected intravenously into URO-OVA mice. The splenocytes from OVA-immunized C57BL/6 mice showed increased interferon (IFN)-γ production in response to OVA stimulation in vitro. URO-OVA mice adoptively transferred with OVA-primed splenocytes developed cystitis exhibiting histological chronic inflammatory changes such as remarkable mononuclear cell infiltration predominantly composed of T and B lymphocytes, increased vascularity, and mucosal hyperemia in the bladder at days 7-28 with a peak at day 21 tested. No systemic inflammation was found in cystitis-induced URO-OVA mice, nor was any inflammation found in wild-type C57BL/6 mice adoptively transferred with OVA-primed splenocytes. Along with bladder inflammation, URO-OVA mice demonstrated significantly increased pelvic nociceptive responses, voiding dysfunction, and upregulated mRNA expression levels for IFN-γ, tumor necrosis factor-α (TNF-α), and substance P precursor in the bladder. This model reproduces the histological and clinical features of human HIC, providing a novel model for HIC research.
Collapse
Affiliation(s)
| | - Jian-Rong Yao
- Department of Urology, University of Iowa, Iowa City, Iowa
| | - Karl J Kreder
- Department of Urology, University of Iowa, Iowa City, Iowa.,Department of Obstetrics and Gynecology, University of Iowa, Iowa City, Iowa
| | | | - Susan K Lutgendorf
- Department of Urology, University of Iowa, Iowa City, Iowa.,Department of Obstetrics and Gynecology, University of Iowa, Iowa City, Iowa.,Department of Psychological and Brain Sciences, University of Iowa, Iowa City, Iowa
| | - Dan Lyu
- Department of Anesthesia, University of Iowa, Iowa City, Iowa
| | - Daichi Maeda
- Department of Clinical Genomics, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Haruki Kume
- Department of Urology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Yukio Homma
- Japanese Red Cross Medical Center, Tokyo, Japan
| | - Yi Luo
- Department of Urology, University of Iowa, Iowa City, Iowa
| |
Collapse
|
2
|
Abstract
Credit scoring plays important role in the financial industry. There are different ways employed in the field of credit scoring, such as the traditional logistic regression, discriminant analysis, and linear regression; methods used in the field of machine learning include neural network, k-nearest neighbors, genetic algorithm, support vector machines (SVM), decision tree, and so on. SVM has been demonstrated with good performance in classification. This paper proposes a new hybrid RF-SVM ensemble model, which uses random forest to select important variables, and employs ensemble methods (bagging and boosting) to aggregate single base models (SVM) as a robust classifier. The experimental results suggest that this new model could achieve effective improvement, and has promising potential in the field of credit scoring.
Collapse
Affiliation(s)
- Jian-Rong Yao
- ZheJiang University of Finance & Economics, Hangzhou, China
| | - Jia-Rui Chen
- ZheJiang University of Finance & Economics, Hangzhou, China
| |
Collapse
|
3
|
Wang ML, Shen X, Ge L, He M, Li M, Yao JR, He F. [A preliminary study of the difference in composition of intestinal bifidobacteria between healthy infants and infants with allergic diseases]. Zhongguo Dang Dai Er Ke Za Zhi 2018; 20:746-752. [PMID: 30210028 PMCID: PMC7389175 DOI: 10.7499/j.issn.1008-8830.2018.09.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Accepted: 08/14/2018] [Indexed: 06/08/2023]
Abstract
OBJECTIVE To investigate the association between intestinal bifidobacteria and allergic diseases in infants by comparing the composition of intestinal bifidobacteria between healthy infants and infants with allergic diseases. METHODS A total of 48 infants were enrolled, and fecal samples were collected on days 0, 2, 7, and 15 and at months 1, 6, and 12 after birth. Among these infants, 22 who experienced allergic diseases before the age of 1 year were enrolled as allergic group and 26 healthy infants were enrolled as healthy group. Quantitative real-time PCR was used for the qualitative and quantitative analyses of Bifidobacterium and 8 species of bifidobacteria in fecal samples. RESULTS There was a difference in the composition of intestinal bifidobacteria between the two groups within 1 month after birth: the healthy group showed a reduction in bifidobacteria on day 2, while this feature was not observed in the allergic group. Compared with the healthy group, the allergic group had a significantly lower detection count of Bifidobacterium at month 1 (P<0.05) and a significantly lower detection rate of B.breve on day 15 (P<0.05), with delayed colonization of B.infantis. CONCLUSIONS Intestinal bifidobacteria and their composition within 1 month after birth may be associated with the development of allergic diseases, and this period of time may be a critical period for the prevention and treatment of allergic diseases in infants.
Collapse
Affiliation(s)
- Mao-Lin Wang
- Department of Nutrition, Food Safety and Toxicology, West China School of Public Health, Sichuan University, Chengdu 610041, China.
| | | | | | | | | | | | | |
Collapse
|
4
|
Cheng RY, Yao JR, Wan Q, Guo JW, Pu FF, Shi L, Hu W, Yang YH, Li L, Li M, He F. Oral administration of Bifidobacterium bifidum TMC3115 to neonatal mice may alleviate IgE-mediated allergic risk in adulthood. Benef Microbes 2018; 9:815-828. [PMID: 29888657 DOI: 10.3920/bm2018.0005] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
This study aimed to demonstrate whether exposure to bifidobacteria during early life influences immunity and alleviates the risk of immunoglobulin E (IgE)-mediated allergies in adulthood. BALB/c neonatal mice (n=54) were administered with a lyophilised cell preparation of Bifidobacterium bifidum TMC3115 (TMC3115) for 3 weeks. Following the intervention, the mice were immunised with intraperitoneal ovalbumin (OVA). The morphology and function of the intestinal epithelium were determined using histopathological examinations. Intestinal microbiota was detected using quantitative PCR and characterised using next-generation sequencing of 16S rRNA genes from faecal DNA. Caecal short-chain fatty acids (SCFAs) were measured using gas chromatography-mass spectrometry. Serum levels of tumour necrosis factor (TNF)-α, interleukin (IL)-6, IL-10, and immunoglobulin E (IgE) and the percentage of splenic CD4+ T cells were examined using enzyme-linked immunosorbent assay and flow cytometry, respectively. TMC3115 did not significantly affect body weight, and cause any severe systemic inflammation or other clinical symptoms among the neonatal or adult mice, although the crypt depths and Muc2-positive cells in some intestinal segments of neonatal mice were significantly lower than control. Oral TMC3115 administration significantly increased faecal microbial diversity, relative abundance of Bacteroidetes and caecal SCFAs production in neonatal mice. Following the intervention, neonatal mice treated with TMC3115 exhibited less increase in serum IgE levels induced by OVA in adults and significantly higher TNF-α and IL-10 levels than in control. Our findings indicate that the oral administration of bifidobacteria, particularly certain strains, such as TMC3115, during early life could alleviate the risk of IgE-mediated allergies in adult host animals. Modifications of intestinal microbiota, SCFAs metabolism and anti-inflammatory cytokine IL-10 production by bifidobacteria may at least in part be a key mechanism underlying the effect of bifidobacteria on the IgE-mediated immune sensitivity of hosts to attacks by allergens at both neonatal and adult stages.
Collapse
Affiliation(s)
- R Y Cheng
- 1 Department of Nutrition, Food Hygiene and Toxicology, West China School of Public Health, Sichuan University and Healthy Food Evaluation Research Center, Chengdu 610041, Sichuan, China P.R
| | - J R Yao
- 2 West China Second University Hospital/Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Sichuan University, Chengdu 610041, Sichuan, China P.R
| | - Q Wan
- 1 Department of Nutrition, Food Hygiene and Toxicology, West China School of Public Health, Sichuan University and Healthy Food Evaluation Research Center, Chengdu 610041, Sichuan, China P.R
| | - J W Guo
- 1 Department of Nutrition, Food Hygiene and Toxicology, West China School of Public Health, Sichuan University and Healthy Food Evaluation Research Center, Chengdu 610041, Sichuan, China P.R
| | - F F Pu
- 1 Department of Nutrition, Food Hygiene and Toxicology, West China School of Public Health, Sichuan University and Healthy Food Evaluation Research Center, Chengdu 610041, Sichuan, China P.R
| | - L Shi
- 3 Department of Clinical Nutrition, West China Hospital, Sichuan University, Chengdu 610041, Sichuan, China P.R
| | - W Hu
- 3 Department of Clinical Nutrition, West China Hospital, Sichuan University, Chengdu 610041, Sichuan, China P.R
| | - Y H Yang
- 4 Department of Planning, Hebei Inatural Biotech Co., Ltd. Shijiazhuang 050000, Hebei, China P.R
| | - L Li
- 5 Department of Research and Development, Hebei Inatural Biotech Co., Ltd. Shijiazhuang 050000, Hebei, China P.R
| | - M Li
- 1 Department of Nutrition, Food Hygiene and Toxicology, West China School of Public Health, Sichuan University and Healthy Food Evaluation Research Center, Chengdu 610041, Sichuan, China P.R
| | - F He
- 1 Department of Nutrition, Food Hygiene and Toxicology, West China School of Public Health, Sichuan University and Healthy Food Evaluation Research Center, Chengdu 610041, Sichuan, China P.R
| |
Collapse
|
5
|
Coryell WH, Langbehn DR, Norris AW, Yao JR, Dindo LN, Calarge CA. Polyunsaturated fatty acid composition and childhood adversity: Independent correlates of depressive symptom persistence. Psychiatry Res 2017; 256:305-311. [PMID: 28666200 PMCID: PMC6193447 DOI: 10.1016/j.psychres.2017.06.036] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Revised: 03/15/2017] [Accepted: 06/12/2017] [Indexed: 01/08/2023]
Abstract
Childhood experiences, personality, and polyunsaturated essential fatty acid (PUFA) composition have all been shown to affect the likelihood of depressive symptoms. Few studies have addressed relationships between these factors in their influence on the occurrence or course of depressive symptoms. The following analysis was designed to do so. Subjects, 15-20 years old, had either begun antidepressant treatment within the preceding month (n = 88), or had never taken psychiatric medications (n = 92). Baseline assessments included a structured diagnostic interview, the self-completed Multiphasic Personality Questionnaire, and a determination of plasma PUFA phospholipid composition. Depressive symptom levels were assessed at baseline and again at 4, 8 and 12 months. Omega-3 composition and general childhood trauma scores were unrelated to each other but both correlated, in predicted directions, with negative emotionality. Low omega-3 composition and history of childhood trauma were associated with persistence of depressive symptoms during follow-up, largely through their effects on negative emotionality. Negative emotionality appears to comprise a final common pathway to depressive disorder through which the diverse risk factors of childhood adversity and low omega-3 composition are expressed.
Collapse
Affiliation(s)
- William H. Coryell
- Department of Psychiatry, University of Iowa Carver College of Medicine, 500 Newton Road, Suite 2-205 MEB, Iowa City, Iowa, 52242-1900, USA,Corresponding Author: University of Iowa, Carver College of Medicine, Department of Psychiatry Research, 500 Newton Road, Suite 2-205 MEB, Iowa City, IA 52242-1900, Phone: (319) 353-4434, Fax: (319) 353-3003
| | - Douglas R. Langbehn
- Department of Psychiatry, University of Iowa Carver College of Medicine, 500 Newton Road, Suite 1-290 MEB, Iowa City, Iowa, 52242-1900, USA
| | - Andrew W. Norris
- Department of Pediatrics, University of Iowa Carver College of Medicine, 285 Newton Road, 1270B CBRB, Iowa City, Iowa, 52242-1900, USA
| | - Jian-Rong Yao
- Department of Pediatrics, University of Iowa Carver College of Medicine, 285 N Road, 1270 CBRB, Iowa City, IA 52242-1900, USA.
| | - Lilian N. Dindo
- Department of Psychiatry, Baylor College of Medicine, Houston, Texas, USA
| | - Chadi A. Calarge
- Department of Psychiatry and Pediatrics, Baylor College of Medicine, Houston, Texas, USA
| |
Collapse
|
6
|
Li SS, Miao JJ, Wu ZX, Yao JR, Li M, Yu Q, He F. [A preliminary analysis of changes in composition of intestinal microbiota during infancy using polymerase chain reaction-denaturing gradient gel electrophoresis]. Zhongguo Dang Dai Er Ke Za Zhi 2017; 19:331-336. [PMID: 28302207 PMCID: PMC7390155 DOI: 10.7499/j.issn.1008-8830.2017.03.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 11/13/2016] [Accepted: 01/19/2017] [Indexed: 06/06/2023]
Abstract
OBJECTIVE To investigate the composition of bacteria in the stools of infants and the colonization of intestinal microbiota during infancy. METHODS Fresh stools were collected from 15 healthy infants at 0, 2, 4, 7, 10, 14, and 28 days and 3, 6, and 12 months after birth. Polymerase chain reaction-denaturing gradient gel electrophoresis (PCR-DGGE) was used to analyze the composition of intestinal microbiota, perform sequencing of dominant bacteria, and to analyze the changes in the composition of intestinal microbiota during infancy. RESULTS DGGE fingerprint showed that the composition of intestinal microbiota during infancy changed significantly over time after birth. The cloning and sequencing results indicated that Proteobacteria colonized the earliest, mainly the obligate aerobes Enterobacter and Pseudomonas, followed by the obligate anaerobes (Clostridium hathewayi and Veillonella parvula) and the facultative anaerobe Clostridium ramosum in Firmicutes, and Verrucomicrobia. Actinobacteria colonized the latest, mainly Bifidobacterium, and gradually became dominant bacteria. CONCLUSIONS During infancy, obligate aerobes colonize the intestinal tract the earliest, followed by obligate anaerobes and facultative anaerobes. Proteobacteria colonizes the earliest, followed by Firmicutes and Verrucomicrobia, and Actinobacteria, mainly Bifidobacterium, colonizes the latest.
Collapse
Affiliation(s)
- Shan-Shan Li
- Department of Nutrition, Food Safety and Toxicology, West China School of Public Health, Sichuan University, Chengdu 610041, China.
| | | | | | | | | | | | | |
Collapse
|
7
|
He M, Li M, Wang SY, Zhang LL, Miao JJ, Shi L, Yu Q, Yao JR, Huang CY, He F. [Analyzing Colonization of Bifidobacteria in Infants with Real-time Fluorescent Quantitative PCR]. Sichuan Da Xue Xue Bao Yi Xue Ban 2016; 47:527-532. [PMID: 28591955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
OBJECTIVES In order to know how intestinal Bifidobacteria community could be built in the infants and whether the environmental factors could affect them, the present study was conducted to characterizethe species composition and trace the quantitative changes of intestinal Bifidobacteria of the infants in their early stages with non-culture dependent molecular method. The possible association of Bifidobacteria community of the infants with their health was also discussed. METHODS Total 16 of full-term newborn infants born between March and April 2013 were recruited for the present study. Fecal samples were collected from them at 1 day, 2 days, 4 days, 7 days, 10 days, 14 days, 28 days, 3 months, 6 months and 1 year after birth. Real-time fluorescent quantitative PCR with genus and species specific premiers was used to detect Bifidobacteria and 8 predominate species in human intestine qualitatively and quantitatively present in these collected fecal samples. RESULTS Total 136 fecal sample were collected and Bifidobacteria were detected from 93.4% (127/136) of them with the concentration of 1.0×10 5 to 1.0×10 11 CFU/g. Bifidobacteria were found in 83.3% of the fecal samples collected from the first day after birth with more than about 10 5 CFU/g. However, Bifidobacteria were detected relative low until 14 days and were taxonomically belonged only to one or two species. Bifidobacteria were found in almost 100% of the fecal samples collected after birth 28 days with more than 108 CFU/g, and the detected species of Bifidobacteria was increased to 3 species after 28 days to 6 months. All of the fecal samples collected from one year had more than 3 species of Bifidobacteria with high cell counts. Among the detected Bifidobacteria were B.breve 92.1%, B.infantis 66.1%, B. catenulatum 59.8%, B. bifidum 25.2%, B. longum 24.4%, B.dentium 13.4%, B.angulatum 5.5% and B.adolescentis 1.6%, respectively. CONCLUSIONS The detected Bifidobacteria greatly varied qualitatively and quantitatively after birth to one year which could be considered as the important and sensitive period for Bifidobacteria to colonize and built its communityin the infants. Different from previous studies, the colonization of Bifidobacteria in the tested infants was found delayed and the composition and diversity of Bifidobacteria species was different from other studies. These might result from different deliveryway, feeding pattern and other environmental factors related to the tested infants.
Collapse
Affiliation(s)
- Miao He
- Department of Nutrition and Food Hygiene, West China School of Public Health, Sichuan University, Chengdu 610041, China
| | - Ming Li
- Department of Nutrition and Food Hygiene, West China School of Public Health, Sichuan University, Chengdu 610041, China
| | - Shu-Yue Wang
- Department of Nutrition and Food Hygiene, West China School of Public Health, Sichuan University, Chengdu 610041, China
| | - Ling-Lin Zhang
- Department of Public Health Laboratory Sciences, West China School of Public Health, Sichuan University, Chengdu 610041, China
| | - Jun-Jie Miao
- Department of Public Health Laboratory Sciences, West China School of Public Health, Sichuan University, Chengdu 610041, China
| | - Lei Shi
- Department of Nutrition and Food Hygiene, West China School of Public Health, Sichuan University, Chengdu 610041, China
| | - Qian Yu
- Department of Public Health Laboratory Sciences, West China School of Public Health, Sichuan University, Chengdu 610041, China
| | - Jian-Rong Yao
- Department of Obstetrics, West China Second University Hospital, Sichuan University, Chengdu 610041, China
| | - Cheng-Yu Huang
- Department of Nutrition and Food Hygiene, West China School of Public Health, Sichuan University, Chengdu 610041, China
| | - Fang He
- Department of Nutrition and Food Hygiene, West China School of Public Health, Sichuan University, Chengdu 610041, China
| |
Collapse
|
8
|
Zhang LL, Miao JJ, Li M, Yu Q, Yao JR, Huang CY, He F. [Colonization and development of intestinal bifidobacteria in early infancy]. Zhongguo Dang Dai Er Ke Za Zhi 2015; 17:207-212. [PMID: 25815485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
OBJECTIVE To study the characteristics of the colonization of 8 species of bifidobacteria by systematically profiling fecal bifidobacterial community in the early life of infants. METHODS Fresh fecal samples including meconium samples were collected for culture and isolation of fecal bifidobacteria from 16 cases of full-term newborn infants born between March and April 2013 at their life of 2, 4, 7, 10, 14, 28, and 90 days. The isolated fecal bifidobacteria were taxonomically identified to genus and 8 species with PCR analysis. RESULTS One hundred and fifty-two predominant bifidobacteria strains were detected in the fecal samples, the detection rate of B. breve (22.4%) were the highest. Bifidobacteria were found in the feces of 8% infants 4 days after birth. The colonization rates increased to 54% and 60% at 28 days and 3 months respectively, significantly exceeding the colonization rate at 4 days after birth (P<0.05). Adult-type bifidobacteria B. catenulatum were found in the infants 10 days after birth, and infant-type bifidobacteria B. infantis were found at 14 days after birth, but infant-type bifidobacteria B. infantis were detected at a high level until 3 months after birth. The most tested infants had 2 species or less of bifidobacteria. CONCLUSIONS Intestinal bifidobacteria in infants might have less diversity in early infancy. Infant-type bifidobacteria appear late, while adult-type bifidobacteria colonize earlier.
Collapse
Affiliation(s)
- Ling-Lin Zhang
- Department of Public Health Laboratory Sciences, West China School of Public Health, Sichuan University, Chengdu 610041, China.
| | | | | | | | | | | | | |
Collapse
|