Study participants
We enrolled 196 female patients with newly diagnosed breast cancer who underwent surgery at E-Da Hospital between January 2020 and July 2021. We also enrolled 57 age-matched women with normal mammography findings and no previous history of cancer who attended annual health examinations at E-Da hospital as age-matched controls. All participants were asked to complete questionnaires on medical history, lifestyle behavior, family history of breast cancer and other cancers, menopause status, and reproductive and menstrual history. The participants completed the questionnaires before undergoing radio/chemotherapy and surgery, thereby minimizing the influence of treatment. All of the participants were informed of the study aims in detail, and they all provided written informed consent to participate. The Human Research Ethics Committee at E-Da Hospital approved this study.
Anthropometric measurements and blood tests
All participants were of Han Chinese ethnicity and resided in the same area. They all underwent physical examinations and blood biochemical analysis after overnight fasting. Body weight was measured using a portable balance scale at an accuracy of 0.1 kg, and body mass index (BMI) was calculated as kg/m2. Seated blood pressure was also measured by a trained nurse with a digital automated blood pressure monitor (HEM-907, Omron, Japan) after a 5-minute rest. Plasma albumin, alanine transaminase (ALT), aspartate transaminase (AST), glucose, creatinine, triglycerides, high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), and total cholesterol, were measured using a parallel multichannel analyzer (Hitachi 7170A, Tokyo, Japan) as reported previously [26, 27]. An automated cell counter (XE-2100 Hematology Alpha Transportation System, Sysmex Corporation, Kobe, Japan) was used for peripheral complete blood cell count. To rule out the presence of chronic infection and minimize confounding effects, participants with a white blood cell (WBC) count >10.0 x 109/l or <4.0 x 109/l were re-examined. Enzyme-linked immunosorbent assay (ELISA) (Cloud-Clone Corp., Katy, USA) was used to measure the concentrations of plasma L-FABP according to the manufacturer’s instructions. The analytical sensitivity was 0.59 ng/mL for L-FABP, and the specificity for human L-FABP was excellent. No significant interference or cross-reactivity with analogues was observed. All samples were measured twice in a one experiment.
The fibrosis-4 index was calculated according to the formula reported by Vallet-Pichard et al. [28]: age (years) x AST (IU/L) /platelet count (109/L)/√ALT (IU/L). The aspartate aminotransferase to platelet ratio index (APRI) was calculated as [(AST/UL)/platelet count (x103)] x100. Estimated glomerular filtration rate (eGFR) was calculated using the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) two-concentration race equation [29]. All of the participants underwent eGFR measurement after 3 months of follow-up to confirm renal function status.
Clinicopathologic characteristics of the tumors
Breast cancer was confirmed histologically, and progesterone receptor (PR) and estrogen receptor (ER) status were assessed. Breast cancer was staged according to the TNM system. The patients were classified according to tumor size (>1 cm or ≤1 cm) and lymph node metastasis (N0+N1 or N2+N3). Histological grading of breast cancer was based on the Bloom-Richardson system was used to determine the histological grade of breast cancer.
Tissue samples collection
Samples from 42 patients with newly diagnosed breast cancer who were surgically treated were collected from 2020 to 2021 at the General Surgery of E-Da Hospital. Samples of both cancerous and adjacent noncancerous breast tissue were obtained from these patients, none of who had undergone chemotherapy or radiotherapy before surgery. All surgical specimens were fixed in 10% buffered formalin embedded in paraffin, and 4-um-thick sections were cut for immunohistochemical (IHC) analysis and staining with hematoxylin and eosin. IHC staining was used to examine PR and ER status, and the standard HercepTest procedure (Dako 5204) was used for HER2/neu oncoprotein staining.
Immunohistochemistry
For IHC staining, the following procedures: (a) Deparaffinize sections, 3 changes of xylene, 10 minutes each; (b) Re-hydrate in 2 changes of absolute alcohol, 5 minutes each; (c) 95% alcohol for 2 minutes; (d) 85% alcohol for 2 minutes; (e) 75% alcohol for 2 minutes; (f) Wash 2 times in PBS buffer; (g) Hydrogen Peroxide Block to cover the sections for 10 mins. (Epredia, TL-125-QHD); (h) Heat-mediated antigen retrieval: Tris-EDTA (pH9.0), 15 mins; (i) Immunoblock, 5 mins. (Epredia, TL-125-QHD); (j) Primary antibody: L-FABP 1:500, 37°C 1hr. Wash 2 times in PBS buffer; (k) Secondary antibody (Epredia, TL-125-QHD); (l) Add 30 μl (1 drop) DAB Chromogen to 1.0 ml of DAB Buffer, mix by swirling and apply to tissue, 10 mins. (Epredia, TL-125-QHD); (m) Counterstain in hematoxylin solution for 1 minutes. Wash in running tap water 5 minutes; (n) Dehydrate through 95% alcohol, 2 changes of absolute alcohol, 5 minutes each; (o) Clear in 2 changes of xylene, 5 minutes each; (p) Mount with xylene based mounting medium and then examined by light microscopy.
Evaluation of immunohistochemical staining
The L-FABP staining results were scored according to the percentage of positively stained cells in 4 quantitative categories from score 1 to score 4 as <25%, 25-50%, 51-75%, and >75% positive cells, respectively. Two independent experts scored the staining separately for each specimen simultaneously under the same conditions. Any cases of discordant scores were rechecked and scored through consensus.
Statistical analysis
The Kolmogorov-Smirnov test was used to check data normality. Normally distributed continuous variables were presented as mean ± SD, and non-normally distributed variables were presented as median (interquartile range [IQR]). The unpaired Student’s t-test was used to analyze differences in continuous variables. One-way analysis of variance was used to assess the effects of L-FABP among the tumor stage groups. As the distributions of ALT, APRI, monocyte count, serum triglycerides, and plasma L-FABP were skewed, the values were logarithmically transformed before analysis. Categorical variables were presented as frequency (percentage), and differences were analyzed using the chi-square test. Multiple logistic regression analysis was used to identify independent associations between the variables and the presence of breast cancer with the controls as reference. Spearman rank correlation analysis was used to assess associations among plasma L-FABP level and the other variables. A two-sided p value < 0.05 was considered to be statistically significant. All analyses were performed using SAS statistical software, version 8.2 (SAS Institute Inc., Cary, NC, USA).