# Association of Preoperative Serum Levels of CEA and CA15-3 with Molecular Subtypes of Breast Cancer

Authors: Wenjing Zhao; Xiaoyan Li; Wenqing Wang; Bing Chen; Lijuan Wang; Ning Zhang; Zhe Wang; Qifeng Yang
Journal: Disease Markers
 (2021)

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## Abstract

Objectives. Molecular subtypes are employed as a guide for targeted treatment and important prognostic factors. This study focused on investigating the association of serum levels of CEA, CA15-3, and CA125 with clinicopathological characteristics of breast cancer to find prognostic markers for breast cancer and provide precise targeted therapy. Materials and Methods. In this study, 961 breast cancer patients with preoperative serum levels of CEA, CA15-3, and CA125 and molecular subtypes were analyzed. Cut-off values of 5 ng/ml, 25 U/ml, and 35 U/ml were used for CEA, CA15-3, and CA125, respectively. The χ2 test and Fisher exact test along with logistic multivariate regression analysis were performed for investigating the correlation of CEA, CA15-3, and CA125 serum levels with molecular subtypes and associated factors. Results. An increase in the serum concentrations of CEA, CA15-3, and CA125 was discovered in 48 (4.99%), 54 (5.62%), and 55 (5.72%) breast cancer patients, respectively. Univariate analysis demonstrated that the levels of CEA (p<0.01) and CA15-3 (p<0.05) were significantly linked with molecular types of breast cancer. Moreover, patients having larger tumor size (p<0.01, p<0.0001, and p<0.05, respectively) along with nodal metastasis (p<0.05, p=0.0001, and p<0.05, respectively) exhibited higher rates of elevated CEA, CA15-3, and CA125 levels. Status of Her-2 positive (p<0.01) had a significant connection with elevated CEA levels. Multivariate analysis further indicated that molecular subtypes were independent factors associated with CEA and CA15-3 levels. Also, Her-2 status was significantly and independently related to CEA levels. Conclusion. Preoperative serum levels of CEA and CA15-3 were independently associated with molecular subtypes of breast cancer. CEA and CA15-3 might improve the prognostic prediction for patients with breast cancer and inform the selection of specific therapies. A further biological analysis is needed for investigating the relationship between Her-2 expression and CEA levels.


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## Body

## 1. Introduction

Female breast cancer has now surpassed lung cancer as the leading cause of global cancer incidence in 2020, with an estimated 2.3 million new cases, representing 11.7% of all cancer cases [1]. In women, breast cancer is the most commonly diagnosed cancer and the leading cause [1]. In China, rates of breast cancer incidence and mortality have been accelerating over years and which were projected to increase modestly in the future [2]. Although there is a surge in the incidence of breast cancer, however, timely detection and the use of effective systemic adjuvant therapy while following prognostic factors have improved breast cancer prognosis [3, 4]. Cancer antigen 15-3 (CA15-3) in addition to carcinoembryonic antigen (CEA) along with cancer antigen 125 (CA125) are extensively used in the clinical practice of breast cancer as serum tumor markers. These have been developed as noninvasive, easily available, and cost-effective tumor markers for immediate diagnosis, monitoring, and prediction of breast cancer [5–7].Breast cancer is documented as a heterogeneous disease that is further divided into molecular subtypes based on different genetic, molecular, and pathological characteristics [8]. Furthermore, breast cancer has been categorized into five molecular subtypes based on immunohistochemical factors which include progesterone receptor (PR), estrogen receptor (ER), Ki67 proliferation index, and human epidermal growth factor receptor 2 (Her-2). Furthermore, these five molecular subtypes are named luminal A in addition to luminal B (Her-2 positive) along with luminal B (Her-2 negative) apart from Her-2 overexpression as well as triple-negative [9]. Similarly, molecular subtypes along with the four immunohistochemical factors are employed as a guide for targeted treatment, including hormonal therapy, anti-Her2 agent, and cytotoxic therapy [8, 10, 11]. Moreover, differences in prognosis among different subtypes of breast cancer also existed [12–14].Further investigation is needed to identify the clinical significance of tumor markers encompassing CA125, CA15-3, and CEA. Presently, the association of molecular subtypes of breast cancer with preoperative serum levels of CA125, CA15-3, and CEA has not been elucidated yet. Therefore, this study focused on investigating the correlation of tumor markers encompassing CEA, CA15-3, and CA125 levels with molecular subtypes to improve the prognostic prediction for breast cancer and inform the appropriate therapy.


## 2. Materials and Methods

### 2.1. Study Patients

From January 2014 to December 2017, preoperative serum CEA, CA15-3, and CA125 concentration levels from overall 961 patients who received treatment at Qilu Hospital of Shandong University (Shandong, Jinan) were retrospectively investigated. Each recruited patient had stage I-III invasive breast cancer. Moreover, patients who had stage IV carcinoma, concurrent bilateral breast cancer, unknown histological, and tumor marker information were excluded.


### 2.2. Measurement of CEA, CA15-3, and CA125 Levels and Immunohistochemical Factors

Before initiating surgery, 5 ml of peripheral blood was sampled from each recruited patient. Similarly, we employed an automatic electrochemiluminescence immunoassay system (Roche E601, Germany) for measuring preoperative serum levels of CEA, CA15-3, and CA125. Cut-off values of 5 ng/ml, 25 U/ml, and 35 U/ml were used, respectively, for CEA, CA15-3, and CA125 as suggested levels by the manufacturer.Positivity for ER and PR was determined when tumors with at least 1 percent of nuclear stained cells. Furthermore, we determined Her-2 positivity by 3+ or 2+ score while passing through immunohistochemical evaluation, which was then passed through in situ hybridization (FISH) for further confirmation. Moreover, for Ki-67 measurement, a threshold value of 14 percent was used to distinguish tumors with low and high proliferation. According to immunohistochemical factors, molecular subtypes of breast cancer were classified as given next: First of all, luminal A consists of either both ER and PR positive or only one of them in addition to HER-2 negative along withKi−67<14%, while luminal B1 consists of either both ER and PR positive or only one of them in addition to HER-2 negative along with Ki−67≥14%. Similarly, luminal B2 consists of either both ER and PR positive or only one of them in addition to HER-2 positive. Moreover, the fourth type which is HER-2 overexpression consists of both ER and PR negative in addition to HER-2 positive. The last and fifth type is triple-negative wherein all three are negative including ER, PR, and HER-2.


### 2.3. Statistical Analysis

SAS 9.4 statistical software package was used to analyze all the data. The correlation between CEA, CA125, and CA15-3 levels and immunohistochemical factors and other associated factors was examined by univariate analysis while employing theχ2 test and Fisher exact test. Moreover, stepwise enrollment of significant variables from univariate analysis into that of multivariate analysis was carried out. Similarly, logistic regression analysis was used for identifying independent factors correlated with the levels of CA15-3, CEA, and CA125. Two-side p values were reported in this study. p values that were less than 0.05 were regarded as significant.


## 2.1. Study Patients

From January 2014 to December 2017, preoperative serum CEA, CA15-3, and CA125 concentration levels from overall 961 patients who received treatment at Qilu Hospital of Shandong University (Shandong, Jinan) were retrospectively investigated. Each recruited patient had stage I-III invasive breast cancer. Moreover, patients who had stage IV carcinoma, concurrent bilateral breast cancer, unknown histological, and tumor marker information were excluded.


## 2.2. Measurement of CEA, CA15-3, and CA125 Levels and Immunohistochemical Factors

Before initiating surgery, 5 ml of peripheral blood was sampled from each recruited patient. Similarly, we employed an automatic electrochemiluminescence immunoassay system (Roche E601, Germany) for measuring preoperative serum levels of CEA, CA15-3, and CA125. Cut-off values of 5 ng/ml, 25 U/ml, and 35 U/ml were used, respectively, for CEA, CA15-3, and CA125 as suggested levels by the manufacturer.Positivity for ER and PR was determined when tumors with at least 1 percent of nuclear stained cells. Furthermore, we determined Her-2 positivity by 3+ or 2+ score while passing through immunohistochemical evaluation, which was then passed through in situ hybridization (FISH) for further confirmation. Moreover, for Ki-67 measurement, a threshold value of 14 percent was used to distinguish tumors with low and high proliferation. According to immunohistochemical factors, molecular subtypes of breast cancer were classified as given next: First of all, luminal A consists of either both ER and PR positive or only one of them in addition to HER-2 negative along withKi−67<14%, while luminal B1 consists of either both ER and PR positive or only one of them in addition to HER-2 negative along with Ki−67≥14%. Similarly, luminal B2 consists of either both ER and PR positive or only one of them in addition to HER-2 positive. Moreover, the fourth type which is HER-2 overexpression consists of both ER and PR negative in addition to HER-2 positive. The last and fifth type is triple-negative wherein all three are negative including ER, PR, and HER-2.


## 2.3. Statistical Analysis

SAS 9.4 statistical software package was used to analyze all the data. The correlation between CEA, CA125, and CA15-3 levels and immunohistochemical factors and other associated factors was examined by univariate analysis while employing theχ2 test and Fisher exact test. Moreover, stepwise enrollment of significant variables from univariate analysis into that of multivariate analysis was carried out. Similarly, logistic regression analysis was used for identifying independent factors correlated with the levels of CA15-3, CEA, and CA125. Two-side p values were reported in this study. p values that were less than 0.05 were regarded as significant.


## 3. Results

### 3.1. Patient Characteristics and Clinicopathological Status

Table1 shows the clinicopathological status of all the patients enrolled in this study. The population of the study had a mean age of 51.00±10.72 years. High levels of serum (exceeding the cut-off values) of CEA, CA15-3, and CA125 were determined in 48 (4.99%), 54 (5.62%), and 55 (5.72%) breast cancer patients, respectively. Analysis of molecular subtypes of breast cancer indicated that 23.31% of patients had luminal A subtype, 39.96% had luminal B1 (Her-2 negative) subtype, 13.22% had luminal B2 (Her-2 positive) subtype, 11.34% had Her-2 overexpression subtype, and 12.17% had triple-negative subtype.Table 1
General characteristics of study population.
CharacteristicsNPercentage (%)All961Age (years)<5045447.24≥5050752.76Histologic gradeGrade 1708.10Grade 258968.17Grade 320523.73Tumor size (cm)<251657.40≥238342.60Node statusN050855.52N140744.48ERNegative25126.12Positive71073.78PRNegative29230.42Positive66969.58Her-2Negative72575.44Positive23624.56Ki67 (%)<1425726.80≥1470273.20Molecular typesLuminal A22423.31Luminal B138439.96Luminal B212713.22Her-2+10911.34Triple-negative11712.17CEA (ng/ml)<591395.01≥5484.99CA153 (U/ml)<2590794.38≥25545.62CA125 (U/ml)<3590694.28≥35555.72Luminal B1: ER+/PR+, Her-2 negative; Luminal B2: ER+/PR+, Her-2 positive; Her-2+: Her-2 overexpression.


### 3.2. Univariate Analysis of Association between CEA, CA15-3, and CA125 and Molecular Subtypes of Breast Cancer and Clinicopathological Factors

Table2 shows the association of serum levels of CEA, CA15-3, and CA125 with the molecular subtypes of breast cancer. It was revealed by the univariate analysis that levels of CEA level (p<0.01) and CA15-3 (p<0.05) had a significant association with molecular subtypes of breast cancer; however, no such significant association was found for CA125 level. Similarly, Her-2 overexpression and luminal B2 (Her-2 positive) subtypes demonstrated higher rates of elevated CEA level. Meanwhile, triple-negative and luminal B2 (Her-2 positive) subtypes had a higher probability to exhibit elevation in CA15-3 level.Table 2
Correlation between serum CEA, CA15-3, and CA125 levels and molecular subtypes in breast cancer.
Tumor markerLuminal A (n%)Luminal B1 (n%)Luminal B2 (n%)Her-2+ (n%)Triple-negative (n%)p valueCEA (ng/ml)0.0194∗<5213 (95.09)371 (96.61)117 (92.13)98 (89.91)114 (97.44)≥511 (4.91)13 (3.39)10 (7.87)11 (10.09)3 (2.56)CA15-3 (U/ml)0.0007∗∗∗<25216 (96.43)371 (96.61)114 (89.76)103 (94.50)103 (88.03)≥258 (3.57)13 (3.39)13 (10.24)6 (5.50)14 (11.97)CA125 (U/ml)0.2605<35213 (95.09)363 (94.53)121 (95.28)104 (95.41)105 (89.74)≥3511 (4.91)21 (5.47)6 (4.72)5 (4.59)12 (10.26)Luminal B1: ER+/PR+, Her-2 negative; Luminal B2: ER+/PR+, Her-2 positive; Her-2+: Her-2 overexpression.∗p<0.05 and ∗∗∗p<0.001.Tables3, 4, and 5 show the results of the univariate analysis of the association between serum CEA, CA15-3, and CA125 levels and clinicopathological factors. Furthermore, tumor size (p<0.01, p<0.0001, and p<0.05, respectively) showed a significant association with a rise in the levels of CEA, CA15-3, and CA125. Similarly, patients with nodal metastasis (p<0.05, p=0.0001, and p<0.05, respectively) had a higher probability of elevation in the levels of CEA, CA15-3, and CA125. Additionally, the negative status of PR (p<0.01 and p<0.05, respectively) had a significant association with serum levels of CA15-3 and CA125. Furthermore, patients with breast cancer aged 50 years and above (p<0.05) and with the status of Her-2 positive (p<0.01) exhibited higher rates of elevated CEA level. Also, patients with a negative status of ER and higher histological grade tend to have an elevated level of CA15-3. Moreover, the Ki67 value was not significantly associated with all three tumor markers.Table 3
Correlation between serum CEA level and clinicopathological factors.
CharacteristicCEA negative (n%)CEA positive (n%)p valueAge (years)<0.0001∗∗∗<50445 (98.02)9 (1.98)≥50468 (92.31)39 (7.69)Histologic grade0.9583Grade 167 (95.71)3 (4.29)Grade 2563 (95.59)26 (4.41)Grade 3195 (95.12)10 (4.88)Tumor size (cm)0.0031∗∗<2502 (97.29)14 (2.71)≥2356 (92.95)27 (7.05)Node status0.0446∗N0491 (96.65)17 (3.35)N1382 (93.86)25 (6.14)ER0.4064Negative236 (94.02)15 (5.98)Positive677 (95.35)33 (4.65)PR0.2647Negative274 (93.84)18 (6.16)Positive639 (95.52)30 (4.48)Her-20.0030∗∗Negative698 (96.28)27 (3.72)Positive215 (91.10)21 (8.90)Ki67 (%)0.8681<14245 (95.33)12 (4.67)≥14666 (94.87)36 (5.13)∗p<0.05, ∗∗p<0.01, and ∗∗∗p<0.001.Table 4
Correlation between serum CA15-3 level and clinicopathological factors.
CharacteristicCA15-3 negative (n%)CA15-3 positive (n%)p valueAge (years)0.4001<50432 (95.15)22 (4.85)≥50475 (93.69)32 (6.31)Histologic grade0.0223∗Grade 169 (98.57)1 (1.43)Grade 2562 (95.42)27 (4.58)Grade 3187 (91.22)18 (8.78)Tumor size (cm)<0.0001∗∗∗<2503 (97.48)13 (2.52)≥2348 (90.86)35 (9.14)Node status0.0001∗∗∗N0493 (97.05)15 (2.95)N1371 (91.15)36 (8.85)ER0.0036∗∗Negative227 (90.44)24 (9.56)Positive680 (95.77)30 (4.23)PR0.0056∗∗Negative266 (91.10)26 (8.90)Positive641 (95.81)28 (4.19)Her20.0729Negative690 (95.17)35 (4.83)Positive217 (91.95)19 (8.05)Ki67 (%)0.2050<14247 (96.11)10 (3.89)≥14658 (93.73)44 (6.27)∗p<0.05, ∗∗p<0.01, and ∗∗∗p<0.001.Table 5
Correlation between serum CA125 level and clinicopathological factors.
CharacteristicCA125 negative (n%)CA125 positive (n%)p valueAge (years)0.1674<50423 (93.17)31 (6.83)≥50483 (95.27)24 (4.73)Histologic grade0.6247Grade 165 (92.86)5 (7.14)Grade 2558 (94.74)31 (5.26)Grade 3191 (93.17)14 (6.83)Tumor size (cm)0.0296∗<2494 (95.74)22 (4.26)≥2353 (92.17)30 (7.83)Node status0.0157∗N0487 (95.87)21 (4.13)N1374 (91.89)33 (8.11)ER0.0825Negative231 (92.03)20 (7.97)Positive675 (95.07)35 (4.93)PR0.0341∗Negative268 (91.78)24 (8.22)Positive638 (95.37)31 (4.63)Her20.5191Negative681 (93.93)44 (6.07)Positive225 (95.34)11 (4.66)Ki67 (%)<14244 (94.94)13 (5.06)0.5855≥14660 (94.02)42 (5.98)Molecular subtype0.2605Luminal A213 (95.09)11 (4.91)Luminal B1363 (94.53)21 (5.47)Luminal B2121 (95.28)6 (4.72)Her2 overexpression104 (95.41)5 (4.59)Triple-negative105 (89.74)12 (10.26)∗p<0.05.


### 3.3. Multivariate Analysis of the Association between CEA, CA15-3, and CA125 and Molecular Subtypes of Breast Cancer and Clinicopathological Factors

Multivariate logistic regression analysis of the association between the serum levels of CA15-3, CEA, and CA125 and related factors is shown in Table6. Model 1 included age, tumor size, and molecular type, while in model 2, age, tumor size, and Her-2 status were included. Analysis of these two models showed that age, tumor size, molecular type, and Her-2 status were independent factors associated with CEA level. As a reference to the Her-2 overexpression subtype, luminal B1 exhibited a lower risk of elevated CEA level (OR=0.386, 95%CI=0.163−0.918, p<0.05). Moreover, patients with Her-2 positive status were more likely to have an elevated CEA level.Table 6
Multiple logistic regression analysis of the association of clinicopathological characteristics with serum CEA, CA15-3, and CA125 levels.
CharacteristicORCIp valueModel 1 CEAAge (years)≥50 vs. <504.3192.040-9.1430.0001∗∗∗Tumor size (cm)≥2 vs. <22.3641.185-4.7150.0146∗Node statusN1 vs. N01.7700.918-3.4130.0885Molecular typeLuminal A vs. Her2+0.6790.273-1.6890.4056Luminal B1 vs. Her2+0.3860.163-0.9180.0313∗Luminal B2 vs. Her2+0.9330.365-2.3820.8840Triple-negative vs. Her2+0.2940.078-1.1100.0710Model 2 CEAAge (years)≥50 vs. <504.2992.036-9.0790.0001∗∗∗Tumor size (cm)≥2 vs. <22.2621.141-4.4820.0193∗Node statusN1 vs. N01.7490.910-3.3590.0934Her2Positive vs. negative2.1561.169-3.9790.0139∗Model 3 CA15-3Histologic gradeGrade 2 vs. Grade 11.7170.213-13.8620.6120Grade 3 vs. Grade 12.2090.228-18.0620.5260Tumor size (cm)≥2 vs. <23.0191.538-5.9260.0013∗∗Node statusN1 vs. N02.6331.387-5.0010.0031∗∗Molecular typeLuminal A vs. luminal B20.4570.173-1.2030.1127Luminal B1 vs. luminal B20.3490.154-0.7910.0117∗Her2+ vs. luminal B20.4780.170-1.3460.1620Triple-negative vs. luminal B21.2930.536-3.1190.5676Model 4 CA15-3Histologic gradeGrade 2 vs. Grade 11.7650.229-13.5860.5851Grade 3 vs. Grade 12.2440.271-18.5930.4536Tumor size (cm)≥2 vs. <22.8651.464-5.6080.0021∗∗Node statusN1 vs. N02.7201.440-5.1400.0020∗∗ERPositive vs. negative0.6070.242-1.5230.2874PRPositive vs. negative0.7940.327-1.9240.6088Model 5 CA125Tumor size (cm)≥2 vs. <21.5500.863-2.7820.1423Node statusN1 vs. N01.9031.070-3.3860.0286∗PRPositive vs. negative0.5670.323-0.9960.0486∗∗p<0.05, ∗∗p<0.01, and ∗∗∗p<0.001.Model 3 incorporated histologic grade, tumor size, node status, and molecular type. Model 4 added ER and PR status, while the molecular type was excluded. Results of models 3 and 4 indicated that the size of the tumor along with node status and molecular type was fundamentally and independently related to the CA15-3 level. Compared to the luminal B2 subtype, luminal B1 exhibited a lower risk of having a higher CA15-3 level.Model 5 included node status, tumor size, and PR status, which identified that both node status and PR status were independent factors of having an elevated CA125 level.


## 3.1. Patient Characteristics and Clinicopathological Status

Table1 shows the clinicopathological status of all the patients enrolled in this study. The population of the study had a mean age of 51.00±10.72 years. High levels of serum (exceeding the cut-off values) of CEA, CA15-3, and CA125 were determined in 48 (4.99%), 54 (5.62%), and 55 (5.72%) breast cancer patients, respectively. Analysis of molecular subtypes of breast cancer indicated that 23.31% of patients had luminal A subtype, 39.96% had luminal B1 (Her-2 negative) subtype, 13.22% had luminal B2 (Her-2 positive) subtype, 11.34% had Her-2 overexpression subtype, and 12.17% had triple-negative subtype.Table 1
General characteristics of study population.
CharacteristicsNPercentage (%)All961Age (years)<5045447.24≥5050752.76Histologic gradeGrade 1708.10Grade 258968.17Grade 320523.73Tumor size (cm)<251657.40≥238342.60Node statusN050855.52N140744.48ERNegative25126.12Positive71073.78PRNegative29230.42Positive66969.58Her-2Negative72575.44Positive23624.56Ki67 (%)<1425726.80≥1470273.20Molecular typesLuminal A22423.31Luminal B138439.96Luminal B212713.22Her-2+10911.34Triple-negative11712.17CEA (ng/ml)<591395.01≥5484.99CA153 (U/ml)<2590794.38≥25545.62CA125 (U/ml)<3590694.28≥35555.72Luminal B1: ER+/PR+, Her-2 negative; Luminal B2: ER+/PR+, Her-2 positive; Her-2+: Her-2 overexpression.


## 3.2. Univariate Analysis of Association between CEA, CA15-3, and CA125 and Molecular Subtypes of Breast Cancer and Clinicopathological Factors

Table2 shows the association of serum levels of CEA, CA15-3, and CA125 with the molecular subtypes of breast cancer. It was revealed by the univariate analysis that levels of CEA level (p<0.01) and CA15-3 (p<0.05) had a significant association with molecular subtypes of breast cancer; however, no such significant association was found for CA125 level. Similarly, Her-2 overexpression and luminal B2 (Her-2 positive) subtypes demonstrated higher rates of elevated CEA level. Meanwhile, triple-negative and luminal B2 (Her-2 positive) subtypes had a higher probability to exhibit elevation in CA15-3 level.Table 2
Correlation between serum CEA, CA15-3, and CA125 levels and molecular subtypes in breast cancer.
Tumor markerLuminal A (n%)Luminal B1 (n%)Luminal B2 (n%)Her-2+ (n%)Triple-negative (n%)p valueCEA (ng/ml)0.0194∗<5213 (95.09)371 (96.61)117 (92.13)98 (89.91)114 (97.44)≥511 (4.91)13 (3.39)10 (7.87)11 (10.09)3 (2.56)CA15-3 (U/ml)0.0007∗∗∗<25216 (96.43)371 (96.61)114 (89.76)103 (94.50)103 (88.03)≥258 (3.57)13 (3.39)13 (10.24)6 (5.50)14 (11.97)CA125 (U/ml)0.2605<35213 (95.09)363 (94.53)121 (95.28)104 (95.41)105 (89.74)≥3511 (4.91)21 (5.47)6 (4.72)5 (4.59)12 (10.26)Luminal B1: ER+/PR+, Her-2 negative; Luminal B2: ER+/PR+, Her-2 positive; Her-2+: Her-2 overexpression.∗p<0.05 and ∗∗∗p<0.001.Tables3, 4, and 5 show the results of the univariate analysis of the association between serum CEA, CA15-3, and CA125 levels and clinicopathological factors. Furthermore, tumor size (p<0.01, p<0.0001, and p<0.05, respectively) showed a significant association with a rise in the levels of CEA, CA15-3, and CA125. Similarly, patients with nodal metastasis (p<0.05, p=0.0001, and p<0.05, respectively) had a higher probability of elevation in the levels of CEA, CA15-3, and CA125. Additionally, the negative status of PR (p<0.01 and p<0.05, respectively) had a significant association with serum levels of CA15-3 and CA125. Furthermore, patients with breast cancer aged 50 years and above (p<0.05) and with the status of Her-2 positive (p<0.01) exhibited higher rates of elevated CEA level. Also, patients with a negative status of ER and higher histological grade tend to have an elevated level of CA15-3. Moreover, the Ki67 value was not significantly associated with all three tumor markers.Table 3
Correlation between serum CEA level and clinicopathological factors.
CharacteristicCEA negative (n%)CEA positive (n%)p valueAge (years)<0.0001∗∗∗<50445 (98.02)9 (1.98)≥50468 (92.31)39 (7.69)Histologic grade0.9583Grade 167 (95.71)3 (4.29)Grade 2563 (95.59)26 (4.41)Grade 3195 (95.12)10 (4.88)Tumor size (cm)0.0031∗∗<2502 (97.29)14 (2.71)≥2356 (92.95)27 (7.05)Node status0.0446∗N0491 (96.65)17 (3.35)N1382 (93.86)25 (6.14)ER0.4064Negative236 (94.02)15 (5.98)Positive677 (95.35)33 (4.65)PR0.2647Negative274 (93.84)18 (6.16)Positive639 (95.52)30 (4.48)Her-20.0030∗∗Negative698 (96.28)27 (3.72)Positive215 (91.10)21 (8.90)Ki67 (%)0.8681<14245 (95.33)12 (4.67)≥14666 (94.87)36 (5.13)∗p<0.05, ∗∗p<0.01, and ∗∗∗p<0.001.Table 4
Correlation between serum CA15-3 level and clinicopathological factors.
CharacteristicCA15-3 negative (n%)CA15-3 positive (n%)p valueAge (years)0.4001<50432 (95.15)22 (4.85)≥50475 (93.69)32 (6.31)Histologic grade0.0223∗Grade 169 (98.57)1 (1.43)Grade 2562 (95.42)27 (4.58)Grade 3187 (91.22)18 (8.78)Tumor size (cm)<0.0001∗∗∗<2503 (97.48)13 (2.52)≥2348 (90.86)35 (9.14)Node status0.0001∗∗∗N0493 (97.05)15 (2.95)N1371 (91.15)36 (8.85)ER0.0036∗∗Negative227 (90.44)24 (9.56)Positive680 (95.77)30 (4.23)PR0.0056∗∗Negative266 (91.10)26 (8.90)Positive641 (95.81)28 (4.19)Her20.0729Negative690 (95.17)35 (4.83)Positive217 (91.95)19 (8.05)Ki67 (%)0.2050<14247 (96.11)10 (3.89)≥14658 (93.73)44 (6.27)∗p<0.05, ∗∗p<0.01, and ∗∗∗p<0.001.Table 5
Correlation between serum CA125 level and clinicopathological factors.
CharacteristicCA125 negative (n%)CA125 positive (n%)p valueAge (years)0.1674<50423 (93.17)31 (6.83)≥50483 (95.27)24 (4.73)Histologic grade0.6247Grade 165 (92.86)5 (7.14)Grade 2558 (94.74)31 (5.26)Grade 3191 (93.17)14 (6.83)Tumor size (cm)0.0296∗<2494 (95.74)22 (4.26)≥2353 (92.17)30 (7.83)Node status0.0157∗N0487 (95.87)21 (4.13)N1374 (91.89)33 (8.11)ER0.0825Negative231 (92.03)20 (7.97)Positive675 (95.07)35 (4.93)PR0.0341∗Negative268 (91.78)24 (8.22)Positive638 (95.37)31 (4.63)Her20.5191Negative681 (93.93)44 (6.07)Positive225 (95.34)11 (4.66)Ki67 (%)<14244 (94.94)13 (5.06)0.5855≥14660 (94.02)42 (5.98)Molecular subtype0.2605Luminal A213 (95.09)11 (4.91)Luminal B1363 (94.53)21 (5.47)Luminal B2121 (95.28)6 (4.72)Her2 overexpression104 (95.41)5 (4.59)Triple-negative105 (89.74)12 (10.26)∗p<0.05.


## 3.3. Multivariate Analysis of the Association between CEA, CA15-3, and CA125 and Molecular Subtypes of Breast Cancer and Clinicopathological Factors

Multivariate logistic regression analysis of the association between the serum levels of CA15-3, CEA, and CA125 and related factors is shown in Table6. Model 1 included age, tumor size, and molecular type, while in model 2, age, tumor size, and Her-2 status were included. Analysis of these two models showed that age, tumor size, molecular type, and Her-2 status were independent factors associated with CEA level. As a reference to the Her-2 overexpression subtype, luminal B1 exhibited a lower risk of elevated CEA level (OR=0.386, 95%CI=0.163−0.918, p<0.05). Moreover, patients with Her-2 positive status were more likely to have an elevated CEA level.Table 6
Multiple logistic regression analysis of the association of clinicopathological characteristics with serum CEA, CA15-3, and CA125 levels.
CharacteristicORCIp valueModel 1 CEAAge (years)≥50 vs. <504.3192.040-9.1430.0001∗∗∗Tumor size (cm)≥2 vs. <22.3641.185-4.7150.0146∗Node statusN1 vs. N01.7700.918-3.4130.0885Molecular typeLuminal A vs. Her2+0.6790.273-1.6890.4056Luminal B1 vs. Her2+0.3860.163-0.9180.0313∗Luminal B2 vs. Her2+0.9330.365-2.3820.8840Triple-negative vs. Her2+0.2940.078-1.1100.0710Model 2 CEAAge (years)≥50 vs. <504.2992.036-9.0790.0001∗∗∗Tumor size (cm)≥2 vs. <22.2621.141-4.4820.0193∗Node statusN1 vs. N01.7490.910-3.3590.0934Her2Positive vs. negative2.1561.169-3.9790.0139∗Model 3 CA15-3Histologic gradeGrade 2 vs. Grade 11.7170.213-13.8620.6120Grade 3 vs. Grade 12.2090.228-18.0620.5260Tumor size (cm)≥2 vs. <23.0191.538-5.9260.0013∗∗Node statusN1 vs. N02.6331.387-5.0010.0031∗∗Molecular typeLuminal A vs. luminal B20.4570.173-1.2030.1127Luminal B1 vs. luminal B20.3490.154-0.7910.0117∗Her2+ vs. luminal B20.4780.170-1.3460.1620Triple-negative vs. luminal B21.2930.536-3.1190.5676Model 4 CA15-3Histologic gradeGrade 2 vs. Grade 11.7650.229-13.5860.5851Grade 3 vs. Grade 12.2440.271-18.5930.4536Tumor size (cm)≥2 vs. <22.8651.464-5.6080.0021∗∗Node statusN1 vs. N02.7201.440-5.1400.0020∗∗ERPositive vs. negative0.6070.242-1.5230.2874PRPositive vs. negative0.7940.327-1.9240.6088Model 5 CA125Tumor size (cm)≥2 vs. <21.5500.863-2.7820.1423Node statusN1 vs. N01.9031.070-3.3860.0286∗PRPositive vs. negative0.5670.323-0.9960.0486∗∗p<0.05, ∗∗p<0.01, and ∗∗∗p<0.001.Model 3 incorporated histologic grade, tumor size, node status, and molecular type. Model 4 added ER and PR status, while the molecular type was excluded. Results of models 3 and 4 indicated that the size of the tumor along with node status and molecular type was fundamentally and independently related to the CA15-3 level. Compared to the luminal B2 subtype, luminal B1 exhibited a lower risk of having a higher CA15-3 level.Model 5 included node status, tumor size, and PR status, which identified that both node status and PR status were independent factors of having an elevated CA125 level.


## 4. Discussion

In our present study, 961 patients carrying an invasive form of breast cancer were recruited to investigate the clinical importance of identifying the preoperative serum levels of various tumor markers such as CEA, CA15-3, and CA125. This study also focused on investigating the association between levels of CEA, CA15-3, and CA125 and different molecular subtypes of breast cancer. Therefore, it was unveiled by the results that high serum levels of both CEA and CA15-3 were independently and substantially related to molecular subtypes of breast cancer.Our study hypothesis, patient characteristics, and statistical analysis methods were referring to the guideline of reporting recommendations for tumor marker prognostic studies(REMARK) [15]. There are limited studies available on the association of CEA, CA15-3, and CA125 levels with that of the molecular subtypes of breast cancer. Wu et al. [16] reported that patients with the Her-2 overexpression subtype had a higher level of CEA than the other 3 subtypes, while in the study of Li et al. [17], luminal A subtype presents a significant high level of CEA. There was no significant difference of CA15-3 level between molecular subtypes in these two studies [16, 17]. The results of the other two studies [18, 19] unveiled that levels of CEA and CA15-3 were not significantly related to molecular subtypes. In our current study, luminal B2 (ER and/or PR positive, Her-2 positive) and Her-2 overexpression subtypes demonstrated higher rates of elevated CEA level, and triple-negative subtype exhibited a lower level of elevated CEA, which were in harmony with the study of Wu et al. [16]. Also, we discovered that a significantly higher CA15-3 level was seen in luminal B2 and triple-negative subtypes. In our study, we further identified molecular subtype retained its significant association with CEA and CA15-3 levels even when adjustments were made for other known related clinicopathological factors. Serum level of CA125 was not found to be significantly different in molecular subtypes. Previous studies have shown that elevated level of CEA was correlated to Her-2 positive status [18, 20, 21]. Besides, we also observed a significant difference of higher CEA level in Her-2 status but not in ER, PR status, and Ki67 value. The difference of elevated CEA level between molecular types may chiefly be caused by the significant correlation between higher CEA levels and Her-2 status. Her-2 amplification had been identified in human breast cancer cells which may result in a more aggressive tumor type clinically and significantly related to survival in patients with breast cancer [22–26]. Her-2 and serum CEA level are both widely used markers for the prognosis of breast cancer. The biological behavior between elevated CEA level and Her-2 overexpression needs to be further explored.Previous studies have already shown the association between tumor size, which represents the tumor burden, and elevated levels of CEA or CA15-3 [16, 17, 21, 27]. In the present study, we also identified the association between tumor size and elevation in the levels of CEA, CA15-3, and CA125. Meanwhile, tumor size was further identified as an independent factor associated with CEA, CA15-3, and CA125 levels in the multivariate analysis. Significantly high levels of CEA or CA 15-3 were exhibited in patients suffering from a later stage of breast cancer than those with early disease [17, 28]. In agreement with previous reports [21, 29, 30], we also demonstrated that elevated preoperative serum level of CA15-3 was related to poor histological grade in breast cancer. However, the relationship between tumor biological index and CEA, CA15-3, and CA125 levels is not clearly confirmed yet [6, 31].In our present study, we identified that patients carrying high serum levels of CEA and CA15-3 were more likely to exhibit metastasis status of lymph node, which was in harmony with the studies of Wu et al. [16, 17, 32]. Lee et al. [21] also reported the relation between CA15-3 level and lymph node metastasis status. Our study also indicated that CA125 was significantly associated with node status and CA15-3 and CA125 were independent factors related to node status. Cancer antigen in serum implies the possibility of tumor vascularization and micrometastases [33]. Also, Kim et al. measured the concentration of CA15-3 in washout of fine-needle aspirates (FNA) from the axillary lymph node of patients having breast cancer, identifying that patients diagnosed with positive metastasis had remarkably elevated FNA concentrations of CA-15-3 as compared to patients without lymph node metastasis [34]. This may partly explain the positive relationship between elevated CA15-3 and CA125 levels and metastasis status of the lymph node. The biological mechanism of lymph node and CA15-3 and CA125 levels needs to be further investigated.There were a few limitations to the present study. First of all, this was a single-center retrospective analysis with bias in subject selection. Furthermore, only qualitative analysis of serum levels was focused for CEA, CA15-3, and CA125. Therefore, further prospective investigation in addition to quantitative analysis of CEA, CA15-3, and CA125 levels is needed to be carried out.


## 5. Conclusion

In conclusion, the study demonstrated that preoperative serum levels of CEA and CA15-3 had an independent association with molecular subtypes of breast cancer with high level of CEA in Her-2-positive patients (luminal B Her-2 positive and Her-2 overexpression). The study also explored the indicated significance of serum tumor markers in larger tumor size, Her-2 overexpression, metastasis status of lymph node, older age, and poor histological grade. Further biological analysis and prospective study are needed to be carried out for Her-2 expression and serum levels of CEA.



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