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Zhang C, Zheng JH, Lin ZH, Lv HY, Ye ZM, Chen YP, Zhang XY. Profiles of immune cell infiltration and immune-related genes in the tumor microenvironment of osteosarcoma. Aging (Albany NY) 2020; 12:3486-3501. [PMID: 32039832 PMCID: PMC7066877 DOI: 10.18632/aging.102824] [Citation(s) in RCA: 106] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Accepted: 01/27/2020] [Indexed: 12/26/2022]
Abstract
This work aimed to investigate tumor-infiltrating immune cells (TIICs) and immune-associated genes in the tumor microenvironment of osteosarcoma. An algorithm known as ESTIMATE was applied for immune score assessment, and osteosarcoma cases were assigned to the high and low immune score groups. Immune-associated genes between these groups were compared, and an optimal immune-related risk model was built by Cox regression analyses. The deconvolution algorithm (referred to as CIBERSORT) was applied to assess 22 TIICs for their amounts in the osteosarcoma microenvironment. Osteosarcoma cases with high immune score had significantly improved outcome (P<0.01). The proportions of naive B cells and M0 macrophages were significantly lower in high immune score tissues compared with the low immune score group (P<0.05), while the amounts of M1 macrophages, M2 macrophages, and resting dendritic cells were significantly higher (P<0.05). Important immune-associated genes were determined to generate a prognostic model by Cox regression analysis. Interestingly, cases with high risk score had poor outcome (P<0.01). The areas under the curve (AUC) for the risk model in predicting 1, 3 and 5-year survival were 0.634, 0.781, and 0.809, respectively. Gene set enrichment analysis suggested immunosuppression in high-risk osteosarcoma patients, in association with poor outcome.
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Affiliation(s)
- Chi Zhang
- Graduate School, Guangxi University of Chinese Medicine, Nanning 530001, China
| | - Jing-Hui Zheng
- Department of Cardiology, Ruikang Hospital Affiliated to Guangxi University of Chinese Medicine, Nanning 530011, China
| | - Zong-Han Lin
- Department of Orthopedics, Ruikang Hospital Affiliated to Guangxi University of Chinese Medicine, Nanning 530011, China
| | - Hao-Yuan Lv
- Department of Orthopedics, Hubei University of Chinese Medicine Huangjiahu Hospital, Wuhan 430065, China
| | - Zhuo-Miao Ye
- Ruikang School of Clinical Medicine, Guangxi University of Chinese Medicine, Nanning 530001, China
| | - Yue-Ping Chen
- Department of Orthopedics, Ruikang Hospital Affiliated to Guangxi University of Chinese Medicine, Nanning 530011, China
| | - Xiao-Yun Zhang
- Department of Orthopedics, Ruikang Hospital Affiliated to Guangxi University of Chinese Medicine, Nanning 530011, China
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Lee GJ, Birken CS, Parkin PC, Lebovic G, Chen Y, L'Abbé MR, Maguire JL. Consumption of non-cow's milk beverages and serum vitamin D levels in early childhood. CMAJ 2014; 186:1287-93. [PMID: 25332367 DOI: 10.1503/cmaj.140555] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Vitamin D fortification of non-cow's milk beverages is voluntary in North America. The effect of consuming non-cow's milk beverages on serum 25-hydroxyvitamin D levels in children is unclear. We studied the association between non-cow's milk consumption and 25-hydroxyvitamin D levels in healthy preschool-aged children. We also explored whether cow's milk consumption modified this association and analyzed the association between daily non-cow's milk and cow's milk consumption. METHODS In this cross-sectional study, we recruited children 1-6 years of age attending routinely scheduled well-child visits. Survey responses, and anthropometric and laboratory measurements were collected. The association between non-cow's milk consumption and 25-hydroxyvitamin D levels was tested using multiple linear regression and logistic regression. Cow's milk consumption was explored as an effect modifier using an interaction term. The association between daily intake of non-cow's milk and cow's milk was explored using multiple linear regression. RESULTS A total of 2831 children were included. The interaction between non-cow's milk and cow's milk consumption was statistically significant (p = 0.03). Drinking non-cow's milk beverages was associated with a 4.2-nmol/L decrease in 25-hydroxyvitamin D level per 250-mL cup consumed among children who also drank cow's milk (p = 0.008). Children who drank only non-cow's milk were at higher risk of having a 25-hydroxyvitamin D level below 50 nmol/L than children who drank only cow's milk (odds ratio 2.7, 95% confidence interval 1.6 to 4.7). INTERPRETATION Consumption of non-cow's milk beverages was associated with decreased serum 25-hydroxyvitamin D levels in early childhood. This association was modified by cow's milk consumption, which suggests a trade-off between consumption of cow's milk fortified with higher levels of vitamin D and non-cow's milk with lower vitamin D content.
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Affiliation(s)
- Grace J Lee
- Departments of Nutritional Sciences (Lee, L'Abbé), Paediatrics (Birken, Parkin) and Health Policy, Management and Evaluation (Lebovic), University of Toronto; Department of Paediatrics (Lee, Maguire) and the Applied Research Centre at the Li Ka Shing Knowledge Institute (Lebovic, Chen, Maguire), St. Michael's Hospital; Department of Paediatric Medicine and the Paediatric Outcomes Research Team (Birken, Parkin), The Hospital for Sick Children, Toronto, Ont
| | - Catherine S Birken
- Departments of Nutritional Sciences (Lee, L'Abbé), Paediatrics (Birken, Parkin) and Health Policy, Management and Evaluation (Lebovic), University of Toronto; Department of Paediatrics (Lee, Maguire) and the Applied Research Centre at the Li Ka Shing Knowledge Institute (Lebovic, Chen, Maguire), St. Michael's Hospital; Department of Paediatric Medicine and the Paediatric Outcomes Research Team (Birken, Parkin), The Hospital for Sick Children, Toronto, Ont
| | - Patricia C Parkin
- Departments of Nutritional Sciences (Lee, L'Abbé), Paediatrics (Birken, Parkin) and Health Policy, Management and Evaluation (Lebovic), University of Toronto; Department of Paediatrics (Lee, Maguire) and the Applied Research Centre at the Li Ka Shing Knowledge Institute (Lebovic, Chen, Maguire), St. Michael's Hospital; Department of Paediatric Medicine and the Paediatric Outcomes Research Team (Birken, Parkin), The Hospital for Sick Children, Toronto, Ont
| | - Gerald Lebovic
- Departments of Nutritional Sciences (Lee, L'Abbé), Paediatrics (Birken, Parkin) and Health Policy, Management and Evaluation (Lebovic), University of Toronto; Department of Paediatrics (Lee, Maguire) and the Applied Research Centre at the Li Ka Shing Knowledge Institute (Lebovic, Chen, Maguire), St. Michael's Hospital; Department of Paediatric Medicine and the Paediatric Outcomes Research Team (Birken, Parkin), The Hospital for Sick Children, Toronto, Ont
| | - Yang Chen
- Departments of Nutritional Sciences (Lee, L'Abbé), Paediatrics (Birken, Parkin) and Health Policy, Management and Evaluation (Lebovic), University of Toronto; Department of Paediatrics (Lee, Maguire) and the Applied Research Centre at the Li Ka Shing Knowledge Institute (Lebovic, Chen, Maguire), St. Michael's Hospital; Department of Paediatric Medicine and the Paediatric Outcomes Research Team (Birken, Parkin), The Hospital for Sick Children, Toronto, Ont
| | - Mary R L'Abbé
- Departments of Nutritional Sciences (Lee, L'Abbé), Paediatrics (Birken, Parkin) and Health Policy, Management and Evaluation (Lebovic), University of Toronto; Department of Paediatrics (Lee, Maguire) and the Applied Research Centre at the Li Ka Shing Knowledge Institute (Lebovic, Chen, Maguire), St. Michael's Hospital; Department of Paediatric Medicine and the Paediatric Outcomes Research Team (Birken, Parkin), The Hospital for Sick Children, Toronto, Ont
| | - Jonathon L Maguire
- Departments of Nutritional Sciences (Lee, L'Abbé), Paediatrics (Birken, Parkin) and Health Policy, Management and Evaluation (Lebovic), University of Toronto; Department of Paediatrics (Lee, Maguire) and the Applied Research Centre at the Li Ka Shing Knowledge Institute (Lebovic, Chen, Maguire), St. Michael's Hospital; Department of Paediatric Medicine and the Paediatric Outcomes Research Team (Birken, Parkin), The Hospital for Sick Children, Toronto, Ont.
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Omand JA, Darling PB, Parkin PC, Birken CS, Khovratovich M, Thorpe KE, Carsley S, DeGroot J, Maguire JL. Non-Western immigrant children have lower 25-hydroxyvitamin D than children from Western families. Public Health Nutr 2014; 17:1547-54. [PMID: 23701731 PMCID: PMC10282487 DOI: 10.1017/s1368980013001328] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2012] [Revised: 04/02/2013] [Accepted: 04/11/2013] [Indexed: 12/30/2022]
Abstract
OBJECTIVE To determine if children aged 1-6 years from non-Western immigrant families have lower serum 25-hydroxyvitamin D (25(OH)D) levels than children from Western-born families and examine which factors influence this relationship. DESIGN Cross-sectional study. SETTING Toronto, Canada. SUBJECTS Healthy children (n 1540) recruited through the TARGet Kids! practice-based research network. Serum 25(OH)D concentrations of non-Western immigrants were compared with those of children from Western-born families. Children from non-Western immigrant families were defined as those born, or their parents were born, outside a Western country. Univariate and multiple linear regression analyses were used to identify factors which might influence this relationship. RESULTS Median age was 36 months, 51 % were male, 86 % had 'light' skin pigmentation, 55 % took vitamin D supplements, mean cow's milk intake was 1·8 cups/d and 27 % were non-Western immigrants. Median serum 25(OH)D concentration was 83 nmol/l, with 5 % having 25(OH)D < 50 nmol/l. Univariable analysis revealed that non-Western immigrant children had serum 25(OH)D lower by 4 (95 % CI 1·3, 8·0) nmol/l (P = 0·006) and increased odds of 25(OH)D < 50 nmol/l (OR = 1·9; 95 % CI 1·3, 2·9). After adjustment for known vitamin D determinants the observed difference attenuated to 0·04 (95 % CI -4·8, 4·8) nmol/l (P = 0·99), with higher cow's milk intake (P < 0·0001), vitamin D supplementation (P < 0·0001), summer season (P = 0·008) and increased age (P = 0·04) being statistically significant covariates. Vitamin D supplementation was the strongest explanatory factor of the observed difference. CONCLUSIONS There is an association between non-Western immigration and lower 25(OH)D in early childhood. This difference appears related to known vitamin D determinants, primarily vitamin D supplementation, representing opportunities for intervention.
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Affiliation(s)
- Jessica A Omand
- Department of Nutritional Sciences, University of Toronto, Toronto, ON, Canada
- Department of Pediatrics, St. Michael's Hospital, 61 Queen Street East 2nd Floor, Toronto, ON M5C 2T2, Canada
| | - Pauline B Darling
- Department of Nutritional Sciences, University of Toronto, Toronto, ON, Canada
| | - Patricia C Parkin
- Department of Pediatrics, University of Toronto, Toronto, ON, Canada
- Department of Pediatric Medicine and the Pediatric Outcomes Research Team, The Hospital for Sick Children, Toronto, ON, Canada
- Child Health Evaluative Sciences, The Hospital for Sick Children Research Institute, Toronto, ON, Canada
- Department of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Catherine S Birken
- Department of Pediatrics, University of Toronto, Toronto, ON, Canada
- Department of Pediatric Medicine and the Pediatric Outcomes Research Team, The Hospital for Sick Children, Toronto, ON, Canada
- Child Health Evaluative Sciences, The Hospital for Sick Children Research Institute, Toronto, ON, Canada
- Department of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Marina Khovratovich
- Department of Pediatric Medicine and the Pediatric Outcomes Research Team, The Hospital for Sick Children, Toronto, ON, Canada
| | - Kevin E Thorpe
- Keenan Research Centre, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, Canada
- Dalla School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Sarah Carsley
- Department of Pediatric Medicine and the Pediatric Outcomes Research Team, The Hospital for Sick Children, Toronto, ON, Canada
- Keenan Research Centre, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, Canada
| | - Julie DeGroot
- Department of Pediatrics, University of Toronto, Toronto, ON, Canada
- Department of Pediatric Medicine and the Pediatric Outcomes Research Team, The Hospital for Sick Children, Toronto, ON, Canada
| | - Jonathon L Maguire
- Department of Nutritional Sciences, University of Toronto, Toronto, ON, Canada
- Department of Pediatrics, St. Michael's Hospital, 61 Queen Street East 2nd Floor, Toronto, ON M5C 2T2, Canada
- Department of Pediatrics, University of Toronto, Toronto, ON, Canada
- Department of Pediatric Medicine and the Pediatric Outcomes Research Team, The Hospital for Sick Children, Toronto, ON, Canada
- Child Health Evaluative Sciences, The Hospital for Sick Children Research Institute, Toronto, ON, Canada
- Department of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
- Keenan Research Centre, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, Canada
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