| Literature DB >> 30315279 |
Jesús García-Rubio1, Josefa León2,3,4, Anaïs Redruello-Romero5, Esther Pavón2, Antonio Cozar1, Francisco Tamayo1, Mercedes Caba-Molina6, Javier Salmerón2,3,4,7, Ángel Carazo8.
Abstract
Obesity-related comorbidities are, in large part, originated from the dysfunction of adipose tissue. Most of them revert after the normalization of body mass. Adipose tissue is essentially occupied by adipocytes. However, different populations of immunological cells and adipocyte precursor cells (AdPCs) are the main cellular components of tissue. During obesity, body fat depots acquire a low-level chronic inflammation and adipocytes increase in number and volume. Conversely, weight loss improves the inflammatory phenotype of adipose tissue immune cells and reduces the volume of adipocytes. Nevertheless, very little is known about the evolution of the human AdPCs reservoir. We have developed a flow cytometry-based methodology to simultaneously quantify the main cell populations of adipose tissue. Starting from this technical approach, we have studied human adipose tissue samples (visceral and subcutaneous) obtained at two different physiological situations: at morbid obesity and after bariatric surgery-induced weight loss. We report a considerable increase of the AdPCs reservoir after losing weight and several changes in the immune cells populations of adipose tissue (mast cells increase, neutrophils decrease and macrophages switch phenotype). No changes were observed for T-lymphocytes, which are discussed in the context of recent findings.Entities:
Mesh:
Year: 2018 PMID: 30315279 PMCID: PMC6185966 DOI: 10.1038/s41598-018-33488-7
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Baseline characteristics.
| Characteristic | Group | p | |
|---|---|---|---|
| Morbidly Obese (N = 43) | Ex-Morbidly Obese (N = 28) | ||
| Age (years) | 43.8 ± 9.7 | 46.8 ± 9.0 | 0.197 |
| Male/Female | 15/28 | 11/17 | 0.803 |
| Type II diabetes | 15 (34.8%) | 2 (7.1%) |
|
| BMI (kg/m2) | 48.5 ± 1.5 | 31.8 ± 1.2 |
|
| Glucose (mg/dl) | 105.4 ± 1.4 | 82.6 ± 1.2 |
|
| Insulin (units/ml) | 9.5 ± 7.3 | 2.1 ± 0.9 |
|
| HOMA | 2.8 ± 1.8 | 0.5 ± 0.1 |
|
| C-peptide (ng/ml) | 3.2 ± 1.4 | 1.2 ± 0.3 |
|
| HbA1c (%) | 6.0 ± 1.2 | 5.2 ± 1.1 |
|
| Urea (mg/dl) | 30.0 ± 10.9 | 28.8 ± 9.7 | 0.830 |
| Uric Acid (mg/dl) | 6.2 ± 1.9 | 4.3 ± 1.7 |
|
| Total Bilirubin (mg/dl) | 0.5 ± 0.3 | 0.5 ± 0.2 | 0.712 |
| AST (units/l) | 45.0 ± 29.5 | 27.0 ± 9.9 | 0.406 |
| ALT (units/l) | 34.7 ± 1.8 | 19.2 ± 1.8 |
|
| GGT (units/l) | 33.5 ± 2.2 | 17.8 ± 2.3 |
|
| Alkaline Phosphatase (units/l) | 67.0 ± 23.8 | 84.7 ± 22.9 |
|
| Total Creatinine Kinase (units/l) | 113.9 ± 79.9 | 107.1 ± 68.7 | 0.814 |
| Amylase (units/l) | 39.6 ± 11.9 | 51.6 ± 21.7 | 0.072 |
| Cholesterol (mg/dl) | 157.2 ± 32.0 | 152.0 ± 54.1 | 0.632 |
| Triglycerides (mg/dl) | 158.2 ± 52.8 | 87.7 ± 31.3 |
|
| HDLc (mg/dl) | 37.3 ± 1.3 | 48.0 ± 1.4 |
|
| LDLc (mg/dl) | 86.2 ± 30.5 | 87.5 ± 45.5 | 0.904 |
| Iron (µg/dl) | 75.6 ± 31.9 | 58.8 ± 32.6 | 0.075 |
| Albumin (g/dl) | 3.8 ± 0.3 | 3.6 ± 0.5 |
|
| Sodium (mEq/l) | 139.1 ± 3.1 | 141.2 ± 2.3 |
|
| Potassium (mEq/l) | 4.6 ± 1.5 | 4.3 ± 1.2 | 0.500 |
Figure 1Common steps in the analysis of flow cytometry panels. Areas containing AdPCs, neutrophils, macrophages and lymphocytes (which are subsequently identified in four cytometry panels) are pointed out with arrows. (A) FSC-SSC plot, in which the gates for standards and cells are delimited. Autofluorescent standard beads are subsequent identified in two red channels. (B) Identification of immune cells (CD45+) from the cell gate.
Figure 2Sequential gating to identify AdPCs in panel 1. (A) Delimitation of cell gate in the FSD-SSC plot, (B) Identification of CD45− cells. (C) Identification of AdPCs (CD45−/CD34+/CD31−) and endothelial cells (CD45−/CD31+). Events negative for CD34 and CD31 come majorly from tissue debris. A, B and C belong to the same sample (visceral adipose tissue of a morbid obese patient). (D) Identification of AdPCs and endothelial cells from another sample (subcutaneous adipose tissue of a morbid obese patient).
Figure 3Sequential gating to identify immune populations. (A) All panels started from the identification of immune cells (CD45+) from the cell gate. (B) Panel II. Identification of neutrophils (high-SSC/CD45+/CD15+/CD14−) and macrophages (CD45+/CD15−/CD14+). (C) Two examples of the phenotypic identification of pro-inflammatory macrophages (CD11c+) from the macrophage gate. (D) Panel III. Identification of mast cells (CD117+/FcεRIα+) from a previous CD45+/CD14− gate (not showed). (E) Panel IV. Identification of T-helper (CD45+/CD3+/CD4+/CD8−) and T-cytotoxic (CD45+/CD3+/CD4−/ CD8+) from a previous CD45+/CD3+gate (not showed). (F) Panel IV. Identification of B-lymphocytes (CD45+/CD3−/CD19+) from a previous CD45+/CD3− gate (not showed).
Figure 4Cell composition of SVF. Data are expressed in percentage of cells within SVF, which was estimated by summing events positive for CD34 and CD45. ***P < 0.001, *P < 0.05 when comparing data between both types of patients. (A) Visceral adipose tissue of the morbidly obese cohort. (B) Visceral adipose tissue of the ex-morbidly obese cohort. (C) Subcutaneous adipose tissue of the morbidly obese cohort. (D) Subcutaneous adipose tissue of the ex-morbidly obese cohort.
Diabetes-related serum variables and cytometry results for AdPCs.
| Characteristic | Group | p | |
|---|---|---|---|
| No diabetes (N = 28) | Type II diabetes (N = 15) | ||
| Male/Female | 9/19 | 6/9 | 0.740 |
| Glucose (mg/dl) | 88.4 ± 1.5 | 133.5 ± 5.2 |
|
| Insulin (units/ml) | 6.2 ± 1.2 | 14.6 ± 3.3 |
|
| HOMA | 1.4 ± 0.7 | 3.7 ± 0.4 |
|
| HbA1c (%) | 5.6 ± 0.1 | 7.0 ± 0.4 |
|
| Visceral AdPCsa | 223.4 (103.4–293.1) | 86.7 (58.8–167.1) |
|
| Subcutaneous AdPCsa | 64.8 (34.2–101.0) | 50.2 (29.0–133.4) | 0.931 |
| Visceral AdPCs (relative)b | 23.7 ± 1.5 | 18.2 ± 1.5 | 0.071 |
| Subcutaneous AdPCs (relative)b | 29.0 ± 1.5 | 28.3 ± 1.5 | 0.757 |
aAdPCs in absolute units (103 cells/g of adipose tissue). Data are presented as median ± interquartile range. bAdPCs in relative units. Data are presented as percentage within the reference population (events positive for CD31, CD34 or CD45).
Adipocyte size and cytometric results expressed in absolute units.
| Visceral Adipose Tissue | Subcutaneous Adipose Tissue | |||||
|---|---|---|---|---|---|---|
| Morbidly Obese | Ex-Morbidly Obese | p | Morbidly Obese | Ex-Morbidly Obese | p | |
| Adipocyte Sizea | 167 (157–181) | 128 (118–135) |
| 185 (172–194)*** | 141 (127–155)## |
|
| SVFb | 776 (469–1076) | 1905 (1315–3093) |
| 240 (137–471)*** | 296 (222–613)### | 0.035 |
| Endothelial cells | 10.1 (7.2–19.3) | 28.8 (20.9–50.2) |
| 8.3 (5.1–14.4)* | 20.3 (12.1–28.5)## |
|
| AdPCs | 155 (79–265) | 956 (687–1226) |
| 56 (32–121)*** | 203 (80–311)### |
|
| Neutrophils | 221 (100–340) | 83 (13–238) |
| 36 (21–72)*** | 11 (6.4–19)### |
|
| Macrophages | 82 (55–140) | 147 (82–303) |
| 30 (19–63)*** | 35 (15–80)### | 0.871 |
| CD11c-Macrophages | 41 (22–58) | 40 (33–162) | 0.190 | 18 (11–38)*** | 10 (5.1–16)### |
|
| % of CD11cc | 45.4 (30.5–59.1) | 35.6 (28.2–42.0) |
| 58.8 (45.5–70.0)*** | 32.0 (21.1–35.1) |
|
| Mast cells | 9.9 (5.4–21) | 97 (56–120) |
| 6.3 (3.6–14.1)** | 25 (13–55)### |
|
| T-Lymphocytes | 233 (132–356) | 379 (287–786) |
| 53 (28–94)*** | 60 (37–102)### | 0.370 |
| T-helper | 97 (73–164) | 120 (83–259) | 0.342 | 31 (16–58)*** | 34 (22–52)## | 0.497 |
| T-cytotoxic | 113 (48–161) | 211 (109–246) |
| 13 (92–27)*** | 17 (10–34)### | 0.386 |
| % of T-cytotoxicd | 47.0 (36.7–51.1) | 59.9 (41.9–61.0) | 0.375 | 30.1 (25.2–34.9)*** | 32.2 (22.9–43.0)# | 0.428 |
| B-Lymphocytes | 7.0 (2.9–13.0) | 4.4 (2.2–10.4) | 0.511 | 1.6 (0.7–3.7)*** | 1.2 (0.6–2.6)### | 0.500 |
Data are represented as median ± interquartile range. aAdipocyte size shows the mean of cell diameter in µm. bSVF was estimated by summing events positive for CD31, CD34 or CD45. cPercentage of the CD11c+phenotype within macrophages. dPercentage of T-cytotoxic phenotype within T-lymphocytes. The remaining variables show 103 cells/g of adipose tissue. ***P < 0.001, **P < 0.01, *P < 0.05 when comparing both types of adipose tissue in morbidly obese patients. ###P < 0.001, ##P < 0.01, #P < 0.05 when comparing both types of adipose tissue in ex-morbidly obese patients.
Multivariable linear regression analyses.
| Variables | Visceral Tissue | Subcutaneous Tissue | ||
|---|---|---|---|---|
| βb | p | βb | p | |
| Sexa | −0.084 | 0.467 | −0.080 | 0.339 |
| Age | 0.013 | 0.915 | −0.020 | 0.814 |
| AdPCs | 0.644 |
| 0.435 |
|
| CD11c-Macrophages | −0.526 |
| ||
Type of patient (morbidly obese versus ex-morbidly obese patients) is the dependent variable. aWomen are the reference group. bβ: Standardized coefficient. Multivariable analysis was conducted with the following variables: sex, age, proportion of AsPCs, proportion of CD11c+ phenotype within macrophages, proportion of T-cytotoxic phenotype within T-lymphocytes.