| Literature DB >> 35521959 |
Yin-Qiao Liu1, Ling-Yu Chu1, Tian Yang2, Biao Zhang3, Zheng-Tan Zheng1, Jian-Jun Xie1, Yi-Wei Xu3, Wang-Kai Fang1.
Abstract
BACKGROUND: Exploration of serum biomarkers for early detection of upper gastrointestinal cancer is required. Here, we aimed to evaluate the diagnostic potential of serum desmoglein-2 (DSG2) in patients with esophageal squamous cell carcinoma (ESCC) and esophagogastric junction adenocarcinoma (EJA).Entities:
Keywords: DSG2; diagnosis; esophageal squamous cell carcinoma; esophagogastric junction adenocarcinoma; serum biomarker
Mesh:
Substances:
Year: 2022 PMID: 35521959 PMCID: PMC9093696 DOI: 10.1042/BSR20212612
Source DB: PubMed Journal: Biosci Rep ISSN: 0144-8463 Impact factor: 3.840
Figure 1Study flow chart
Participant information and clinicopathological characteristics
| Group | Training cohort | Validation cohort | EJA ( | Healthy control ( | ||
|---|---|---|---|---|---|---|
| ESCC ( | Healthy control ( | ESCC ( | Healthy control ( | |||
| Age, years | ||||||
| Mean ± SD | 63 ± 8 | 51 ± 8 | 61 ± 9 | 52 ± 9 | 64 ± 10 | 48 ± 12 |
| Range | 46–83 | 33–77 | 44–81 | 40–80 | 22–81 | 29–81 |
| Sex | ||||||
| Male | 72 | 57 | 49 | 35 | 77 | 41 |
| Female | 25 | 35 | 5 | 24 | 19 | 20 |
| Smoker | ||||||
| Yes | 64 | 39 | 27 | |||
| No | 33 | 15 | 65 | |||
| Unknown | 0 | 0 | 4 | |||
| Alcohol consumption | ||||||
| Yes | 37 | 15 | 10 | |||
| No | 60 | 39 | 38 | |||
| Unknown | 0 | 0 | 48 | |||
| Site of tumor | ||||||
| Upper | 11 | 0 | NA | |||
| Middle | 64 | 33 | ||||
| Lower | 11 | 18 | ||||
| Unknown | 11 | 3 | ||||
| Size of tumor (cm) | NA | |||||
| <3 | 21 | 23 | ||||
| ≥3 | 36 | 22 | ||||
| Unknown | 40 | 9 | ||||
| Histological grade | ||||||
| High | 10 | 2 | NA | |||
| Middle | 14 | 22 | ||||
| Low | 20 | 11 | ||||
| Unknown | 53 | 19 | ||||
| Depth of tumor invasion | ||||||
| Tis | 0 | 2 | 1 | |||
| T1 | 3 | 6 | 3 | |||
| T2 | 8 | 3 | 5 | |||
| T3 | 21 | 33 | 12 | |||
| T4 | 42 | 3 | 48 | |||
| Unknown | 23 | 7 | 27 | |||
| Lymph node metastasis | ||||||
| N0 | 20 | 25 | 23 | |||
| N1 | 33 | 9 | 13 | |||
| N2 | 18 | 9 | 14 | |||
| N3 | 9 | 5 | 18 | |||
| Unknown | 17 | 6 | 28 | |||
| TNM stage | ||||||
| 0 | 0 | 1 | 0 | |||
| I | 6 | 5 | 6 | |||
| II | 10 | 18 | 8 | |||
| III | 35 | 18 | 45 | |||
| IV | 36 | 5 | 24 | |||
| Unknown | 10 | 7 | 13 | |||
Figure 2Frequency distribution of DSG2 levels in serum from patients with ESCC and EJA, and healthy controls
(A) In healthy controls in the ESCC training cohort, the lowest concentration of DSG2 was 0.0196 ng/ml and the highest was 0.7208 ng/ml. (B) In healthy controls in the ESCC validation cohort, the lowest DSG2 concentration was 0.0211 ng/ml and the highest was 0.5628 ng/ml. (C) In healthy controls in the ESCC joint cohort, the lowest DSG2 concentration was 0.0196 ng/ml and the highest was 0.7208 ng/ml. (D) In healthy controls in the EJA cohort, the lowest DSG2 concentration was 0.0175 ng/ml and the highest was 1.1685 ng/ml. Concentrations were divided into 20 equal sections, those with higher concentrations in patients with ESCC and EJA were merged, because no samples was more than those in normal controls. Patients with ESCC and EJA accounted for greater histogram volume at higher concentrations, while more samples from the healthy control groups had lower concentrations of DSG2.
Comparison of DSG2 levels among the eight study groups
| Group | N | Serum DSG2 (ng/ml) | |
|---|---|---|---|
| Mean ± SD | |||
| Training cohort | |||
| ESCC | 97 | 0.168 ± 0.135 | <0.001 |
| Early-stage ESCC | 11 | 0.156 ± 0.123 | 0.019 |
| Healthy controls | 92 | 0.093 ± 0.069 | |
| Validation cohort | |||
| ESCC | 54 | 0.198 ± 0.140 | <0.001 |
| Early-stage ESCC | 12 | 0.190 ± 0.150 | 0.04 |
| Healthy controls | 59 | 0.097 ± 0.063 | |
| Training cohort + Validation cohort | |||
| ESCC | 151 | 0.179 ± 0.137 | <0.001 |
| Early-stage ESCC | 23 | 0.174 ± 0.136 | 0.006 |
| Healthy controls | 151 | 0.095 ± 0.067 | |
| EJA | 96 | 0.159 ± 0.184 | <0.001 |
| Early-stage EJA | 9 | 0.228 ± 0.322 | 0.04 |
| Healthy controls | 61 | 0.080 ± 0.058 |
*Compared with healthy controls.
Figure 3Levels of serum DSG2
(A) Scatter plots of serum DSG2 concentrations in healthy controls, and patients with ESCC and early-stage ESCC in the training cohort. (B) Scatter plots of serum DSG2 concentrations in healthy controls, and patients with ESCC and early-stage ESCC in the validation cohort. (C) Scatter plots of serum DSG2 concentrations from healthy controls, and patients with ESCC and early-stage ESCC in the combined cohort. (D) Scatter plots of serum DSG2 concentrations in healthy controls, and patients with EJA and early-stage EJA patients. Black horizontal lines represent mean and error bars standard error values.
Figure 4ROC curve analysis of serum DSG2 for the diagnosis of ESCC and EJA
(A) ROC curve of serum DSG2 for patients with ESCC and early-stage ESCC versus healthy controls in the training cohort. (B) ROC curve of serum DSG2 for patients with ESCC and early-stage ESCC versus healthy controls in the validation cohort. (C) ROC curve of serum DSG2 for patients with ESCC and early-stage ESCC versus healthy controls in the joint cohort. (D) ROC curve of serum DSG2 for patients with EJA and early-stage EJA versus healthy controls.
Evaluation of serum DSG2 as a diagnostic marker for ESCC
| AUC (95% CI) | Sensitivity | Specificity | FPR | FNR | PPV | NPV | PLR | NLR | |
|---|---|---|---|---|---|---|---|---|---|
| ESCC vs. HC | |||||||||
| All stages | |||||||||
| Training cohort | 0.724 (0.652–0.796) | 38.1% | 84.8% | 27.5% | 43.5% | 72.5% | 56.5% | 2.51 | 0.73 |
| Validation cohort | 0.736 (0.646–0.827) | 58.2% | 84.7% | 22.0% | 31.5% | 78.0% | 68.5% | 3.81 | 0.49 |
| Training + Validation | 0.731 (0.676–0.787) | 43.7% | 84.8% | 25.8% | 39.9% | 74.2% | 60.1% | 2.87 | 0.66 |
| Early-stage | |||||||||
| Training cohort | 0.715 (0.584–0.847) | 36.3% | 84.8% | 77.8% | 8.2% | 22.2% | 91.8% | 2.39 | 0.75 |
| Validation cohort | 0.688 (0.512–0.863) | 50.0% | 84.7% | 60.0% | 10.7% | 40.0% | 89.3% | 3.28 | 0.59 |
| Training + Validation | 0.713 (0.607–0.819) | 43.5% | 84.8% | 69.7% | 9.2% | 30.0% | 90.8% | 2.85 | 0.67 |
| EJA vs. HC | |||||||||
| All stages | 0.698 (0.613–0.783) | 29.2% | 90.2% | 17.6% | 55.3% | 82.4% | 44.7% | 2.97 | 0.79 |
| Early-stage | 0.704 (0.501–0.907) | 44.4% | 86.9% | 66.7% | 8.6% | 33.3% | 91.4% | 3.39 | 0.64 |
Abbreviation: HC, healthy control.
Associations between serum DSG2 level and clinical factors in patients with ESCC
| Variable | Training cohort | Validation cohort | Training + Validation | ||||||
|---|---|---|---|---|---|---|---|---|---|
|
| Positive |
|
| Positive |
|
| Positive |
| |
| Patient age (years) | |||||||||
| <60 | 32 | 17 (53.1%) | 0.033 | 22 | 13 (59.1%) | 0.510 | 54 | 30 (55.6%) | 0.029 |
| ≥60 | 65 | 20 (30.8%) | 32 | 16 (50.0%) | 97 | 36 (37.1%) | |||
| Sex | |||||||||
| Male | 72 | 29 (40.3%) | 0.463 | 49 | 27 (55.1%) | 0.519 | 121 | 56 (46.3%) | 0.201 |
| Female | 25 | 8 (32.0%) | 5 | 2 (40.0%) | 30 | 10 (33.3%) | |||
| Tobacco use | |||||||||
| Yes | 64 | 27 (42.26%) | 0.254 | 39 | 19 (48.7%) | 0.236 | 103 | 46 (44.7%) | 0.730 |
| No | 33 | 10 (30.3%) | 15 | 10 (66.7%) | 48 | 20 (41.7%) | |||
| Alcohol use | |||||||||
| Yes | 37 | 16 (43.2%) | 0.417 | 15 | 10 (66.7%) | 0.236 | 52 | 26 (50.0%) | 0.259 |
| No | 60 | 21 (35.0%) | 39 | 19 (38.8%) | 99 | 40 (40.4%) | |||
| Site of tumor | |||||||||
| Upper | 11 | 5 (45.5%) | 0.84 | 0 | 0 (0.0%) | 0.618 | 11 | 5 (45.5%) | 0.919 |
| Middle | 64 | 25 (39.1%) | 33 | 17 (51.5%) | 97 | 42 (43.3%) | |||
| Lower | 11 | 3 (27.3%) | 18 | 11 (61.1%) | 29 | 14 (48.3%) | |||
| Unknown | 11 | 4 (36.4%) | 3 | 1 (33.3%) | 14 | 5 (35.7%) | |||
| Size of tumor (cm) | |||||||||
| <3 | 21 | 9 (42.9%) | 0.258 | 23 | 13 (56.5%) | 0.526 | 44 | 22 (50.0%) | 0.426 |
| ≥3 | 36 | 16 (44.4%) | 22 | 10 (45.5%) | 58 | 26 (44.8%) | |||
| Unknown | 40 | 12 (30.0%) | 9 | 6 (66.7%) | 49 | 18 (24.5%) | |||
| Histological grade | |||||||||
| High | 10 | 6 (60.0%) | 0.417 | 2 | 1 (50.0%) | 0.134 | 12 | 7 (58.3%) | 0.041 |
| Middle | 14 | 6 (42.9%) | 22 | 16 (72.7%) | 36 | 22 (61.1%) | |||
| Low | 20 | 6 (30.0%) | 11 | 4 (36.4%) | 31 | 10 (32.3%) | |||
| Unknown | 53 | 19 (35.8%) | 19 | 8 (42.1%) | 72 | 27 (37.5%) | |||
| Depth of tumor invasion | |||||||||
| T1 | 3 | 1 (33.3%) | 0.719 | 6 | 5 (83.3%) | 0.496 | 9 | 6 (66.7%) | 0.547 |
| T2 | 8 | 2 (25%) | 3 | 1 (33.3%) | 11 | 3 (27.3%) | |||
| T3 | 21 | 10 (47.6%) | 33 | 16 (48.5%) | 54 | 26 (48.1%) | |||
| T4 | 42 | 17 (40.5%) | 3 | 1 (33.3%) | 45 | 18 (40.4%) | |||
| Unknown | 23 | 7 (30.4%) | 7 | 5 (71.4%) | 30 | 12 (40.0%) | |||
| Lymph node metastasis | |||||||||
| N0 | 20 | 8 (40.0%) | 0.898 | 25 | 12 (48.0%) | 0.375 | 45 | 20 (44.4%) | 0.854 |
| N1 | 33 | 12 (36.4%) | 9 | 6 (66.7%) | 42 | 18 (42.9%) | |||
| N2 | 18 | 8 (44.4%) | 9 | 3 (33.3%) | 27 | 11 (40.7%) | |||
| N3 | 9 | 4 (44.4%) | 5 | 4 (80.0%) | 14 | 8 (57.1%) | |||
| Unknown | 17 | 5 (29.4%) | 6 | 4 (66.7%) | 23 | 9 (39.1%) | |||
| TNM stage | |||||||||
| I | 6 | 1 (16.7%) | 0.47 | 5 | 4 (80.0%) | 0.428 | 11 | 5 (45.5%) | 0.895 |
| II | 10 | 6 (60.0%) | 18 | 7 (38.9%) | 28 | 13 (46.4%) | |||
| III | 35 | 13 (37.1%) | 18 | 9 (50.0%) | 53 | 22 (41.5%) | |||
| IV | 36 | 14 (40.0%) | 5 | 3 (60.0%) | 41 | 17 (41.5%) | |||
| Unknown | 10 | 3 (30%) | 7 | 5 (71.4%) | 17 | 8 (47.1%) | |||
Associations between DSG2 and clinical data in patients with EJA
| Variable |
| Positive | % | Χ2 |
|
|---|---|---|---|---|---|
| Patient age (years) | |||||
| <60 | 19 | 5 | 26.3% | 0.093 | 0.76 |
| ≥60 | 77 | 23 | 29.9% | ||
| Sex | |||||
| Male | 77 | 24 | 31.2% | 0.755 | 0.385 |
| Female | 19 | 4 | 21.1% | ||
| Tobacco use | |||||
| Yes | 27 | 7 | 25.9% | 0.978 | 0.613 |
| No | 65 | 19 | 29.2% | ||
| Unknown | 4 | 2 | 50.0% | ||
| Alcohol use | |||||
| Yes | 10 | 3 | 30.0% | 0.96 | 0.619 |
| No | 38 | 9 | 23.7% | ||
| Unknown | 48 | 16 | 33.3% | ||
| Depth of tumor invasion | |||||
| T1 | 3 | 0 | 0.0% | 3.847 | 0.427 |
| T2 | 5 | 3 | 60.0% | ||
| T3 | 12 | 3 | 25.0% | ||
| T4 | 48 | 15 | 31.3% | ||
| Unknown | 27 | 7 | 25.9% | ||
| Lymph node metastasis | |||||
| N0 | 23 | 8 | 34.8% | ||
| N1 | 13 | 5 | 38.5% | 1.93 | 0.749 |
| N2 | 14 | 4 | 28.6% | ||
| N3 | 18 | 3 | 16.7% | ||
| Unknown | 28 | 8 | 28.6% | ||
| TNM stage | |||||
| I | 6 | 1 | 16.7% | 2.706 | 0.608 |
| II | 8 | 4 | 50.0% | ||
| III | 45 | 12 | 26.7% | ||
| IV | 24 | 8 | 33.3% | ||
| Unknown | 13 | 3 | 23.1% |