Abstract
Objective: To investigate the effect of anatomic and technical parameters on the incidental internal mammary lymph node (IMN) irradiation (IIMNI) dose among postmastectomy patients.
Methods: We retrospectively delineated the IMN on planning CT images from 138 patients who had undergone postmastectomy radiotherapy (PMRT). We analyzed the IIMNI dose coverage and its relationship with anatomic and technical parameters.
Results: The IIMNI mean dose was 32.85 ± 9.49 Gy, and 10 of 138 patients (7.25%) treated with PMRT received ≥45 Gy. In univariate analysis, the body weight, body mass index, body surface area, thoracic transverse diameter (DT), ratio of DT to the thoracic anteroposterior diameter (DAP)(RT/AP), planning target volume of IMN (PTVIMN) included in PTV (IMNin) and the ratio of IMNin to PTVIMN (RIMNin) and PTV posterior border were the parameters affecting IIMNI dose. In multivariate analysis, body weight, RT/AP, and RIMNin were correlative factors that affected IIMNI dose.
Conclusions: For patients who underwent PMRT without IMN irradiation (IMNI), there was a wide variety in IIMNI doses. A minority of patients had adequate IIMNI dose coverage, and the higher IIMNI doses were associated with the less body weights and more RIMNin.
Keywords: postmastectomy radiotherapy, internal mammary lymph node, incidental irradiation dose, anatomic parameters, technical parameters
Introduction
Irradiation of the chest wall and regional lymph nodes is considered the standard treatment strategy for breast cancer patients with positive axillary lymph nodes (ALNs) after mastectomy or modified radical mastectomy (MRM) due to its recognized success in improving local tumor control and overall survival (OS) (1–4). Internal mammary lymph nodes (IMNs) irradiation (IMNI) can improve disease-free survival (DFS) and OS in patients with breast cancer, and the mortality risk from ischemic heart disease with IMNI is equal to patients without IMNI (5, 6). However, in the Danish Breast Cancer Cooperative Group (DBCG)-IMN studies, patients with right-sided disease were allocated to the IMNI group, whereas left-sided patients were allocated to the no IMNI group (5). Therefore, potential bias might diminish the risk of radiation-induced heart disease. For the left-sided disease subset, one study that reviewed patients treated at a single institution from 1984 to 2007 showed no significantly increased hazard with IMN radiotherapy in planned three-dimensional conformal radiotherapy (3D-CRT) (7). Conversely, Taylor et al. reported a systematic review of heart doses from breast cancer radiation therapy studies published from 2003 to 2013 and concluded that IMNI doubled the typical heart dose (8). Long-term radiotherapy toxicity, especially heart toxicity, should be considered for patients with left-sided breast cancer in whom long-term survival is expected (9). In the contemporary irradiation techniques era, radiation-induced heart lesions are further lessened, and therapeutic drugs for heart and coronary artery disease are more diversified, so continued follow-up of cardiovascular disease induced by radiotherapy is still needed.
For patients with breast cancer (stage I, II, or III), observed IMN recurrence rate was <1% after primary breast cancer treatment, even when the IMNs are not excised or irradiated (6, 10). Patients most likely benefit from systemic therapies and incidental regional node irradiation (11, 12). According to current guidelines (e.g., NCCN), the internal mammary region should be included when regional lymph node irradiation is performed. It seems questionable whether a sub-group [that IMN receive high doses during incidental IMNI (IIMNI)] benefits from omission of IMNI, since high doses in the organs at risk (OARs) (heart and lung), comparable to IMNI, must be expected for these patients. Several studies have demonstrated the contribution of insufficient incidental radiation doses to IMNs using 3D-CRT (13–17). Some patients may not need IMNI, and this can minimize the risk of distant radiotherapy-induced cardiotoxicity, but there is insufficient evidence at this time to define such subgroups in detail. Individual risk assessment and optimization includes calculation of different treatment plans in high risk patients to evaluate the dose to internal mammary region.
So far, several studies have evaluated axillary dose levels using different techniques, and found dose distribution was directly influenced by the breast volume and shape (18–21). Active breathing control (ABC) technique can reduce the IMN coverage in left-sided breast cancer patients planned for postmastectomy radiation therapy (PMRT) (22). Both the dosimetric aspect and patient anatomy could eventually influence the regional lymph nodes of breast cancer. We postulated that patient anatomy and technical parameters are the potential factors influencing IIMNI dose variance, and aims to identify which patients receive adequate IMN doses (45–50 Gy) when IMNs were not included in the clinical target volume (CTV).
Materials and Methods
Patient Selection
Patients were eligible if they had undergone PMRT and were newly diagnosed with histologically confirmed invasive stage I, II, or III breast carcinoma. All patients were confirmed to have no clinical or pathological evidence of IMN involvement at the time of diagnosis, and IMNs were not included in the CTV. The institutional research ethics board of Shandong Cancer Hospital and Institute approved this study (SDTHEC201703014), and all methods were performed in accordance with the relevant guidelines and regulations. The requirement to obtain written informed consent from patients was waived due to the retrospective nature of the investigation (retrospective single-institution cohort study).
Delineation of Target Volume and IMN
The CTV of the chest wall and supraclavicular fossa (SCF) was delineated based on the Radiation Therapy Oncology Group (RTOG) breast cancer contouring atlas (online at: http://www.rtog.org/CoreLab/ContouringAtlases/BreastCancerAtlas.aspx). The chest wall cranial border is variable, depending on contralateral breast size and patient position, and the border is clinically located at the base of the caudal border of the clavicle head. The medial border does not cross midline and is highly variable depending on mastectomy scar. The CTV posterior border was the junction of chest wall muscles and the rib or rib-pleural interface, depending on the T and N stage. The planning target volume (PTV) was generated by the addition of a 5-mm margin to the CTV in all directions. The PTV was limited by 0 mm from the skin, and the amount of lung could be trimmed according to physician discretion. A 5-mm bolus was used over the chest wall. The heart was contoured along with the pericardial sac. The superior aspect was begin at the level of the inferior aspect of the pulmonary artery passing the midline and extend inferiorly to the apex of the heart (online at: http://www.rtog.org/CoreLab/ContouringAtlases/RTOG1106OAR~Atlas.aspx).
Throughout the study, the IMN CTV was defined by the same radiation oncologist. The IMN was also contoured according to the RTOG breast cancer contouring atlas: from the first to third intercostal spaces (ICS1-3) through the topography of the internal thoracic vessels. The IMN PTV (PTVIMN) was designed to include an expansion of 5 mm around the IMN CTV. The same contouring atlas was followed to minimize the interobserver variability in the IMNs and achieve the most precise and objective comparison.
Treatment Planning
The prescription dose was 50 Gy in 25 fractions (2 Gy per fraction) to the PTV, 5 days per week, delivered for 5 weeks. The enrolled patients were treated with one of the three irradiation techniques described below.
3D-CRT
The chest wall was treated with two opposite tangential fields using 6-MV photon beams and an ipsilateral SCF with a single anterior field. The criteria of the 3D-CRT plan ensured that at least 90% of the PTV received the prescription dose.
Field-In-Field Forward Intensity-Modulated Radiotherapy (F-IMRT)
The chest wall treatment plan involved the use of a tangential field technique with static multileaf collimator segments, with two parallel-opposed tangential fields using 6-MV photon beams. Two to five segmented fields were manipulated to maintain dose delivery to OARs, such as the ipsilateral lung (IPSL), and the heart within normally accepted tolerances and to reduce the volumes of hot spots in the treatment field. Four to five fields were designed toward the SCF to guarantee dose uniformity. The criteria of the F-IMRT plan ensured that at least 95% of the PTV received the prescription dose.
Inverse IMRT (I-IMRT)
The common isocenter was located in the center of the PTV. The tangential field technique was set to the entire PTV, and additional 0° and 40° MLC segments were constructed toward the SCF. The criteria of the I-IMRT plan also ensured that at least 95% of the PTV received the prescription dose. Additional subfields were set to shield the areas of PTV receiving dose >110% of the prescription dose, and keeping the dose delivered to OARs within normally accepted tolerances.
Anatomy and Technical Factors
Height, body weight, body mass index (BMI), and body surface area (BSA), T- and N-stage were documented in all patients when available from clinical records. In the transverse view of the planning CT images, the number of internal thoracic vessels were counted, and the distance between the most anterior limit of the thoracic vertebrae and the most posterior limit of the sternum in the uppermost level of the inferior vena cava was measured and defined as the thoracic anteroposterior diameter (DAP). Thoracic transverse diameter (DT) was the greatest horizontal distance of the inner wall of the thorax from the uppermost level of the inferior vena cava. The ratio of DT to DAP was defined as RT/AP.
Both CTV and PTV volumes, PTVIMN volume and PTVIMN volume included in PTV (IMNin) were obtained through the Eclipse treatment planning system (TPS) (Eclipse 13.5; Varian Medical Systems, Palo Alto, CA). And the ratio of IMNin to PTVIMN (RIMNin) was calculated as RIMNin = IMNin/ PTVIMN. As potential factors, CTV and PTV borders, wedge shaped plate, SCF, and irradiation technique were also documented in all patients. Gantry angles ranged from 39 to 60° for the medial fields and from 220 to 253° for the lateral fields for right-sided PTV, and the gantry angles ranged from 300 to 320° for the medial fields and from 115 to 140° for the lateral fields for left-sided PTV. The angle between the medial field gantry angle and horizontal line may also be critical in affecting the IIMN dose and was defined as an incident angle. For right-sided breast cancer patients, this angle is equal to the gantry angles for the medial fields, while for left-sided breast cancer patients, this angle is equal to gantry angle minus 180°.
Statistical Analysis
Statistical analysis was performed with the SPSS statistical analysis software package. Based on the normality of the distributions, t-tests or one-way analysis of variance (ANOVA) was used to assess the statistical significance of the differences between the covariates. Univariate regression analysis and multiple regression analysis were used to assess the relationship between IIMNI dose differences and a set of covariates, such as body weight, BMI, BSA, and radiotherapy technique. All tests were two-sided. Results were regarded as statistically significant when p < 0.05.
Results
Patients and Treatments
One hundred and thirty-eight breast cancer patients who underwent PMRT between 2012 and 2016 were enrolled in this retrospective study. Table 1 outlines the patient and treatment characteristics. None of the patients received radiotherapy to the ipsilateral IMN.
Table 1.
Characteristic | n | % |
---|---|---|
Age (y) | ||
Minimum | 25 | 18.12 |
Maximum | 74 | 53.62 |
Median | 47 | |
Histology | ||
Invasive ductal carcinoma | 134 | 97.10 |
Invasive lobular carcinoma | 3 | 2.17 |
Invasive papillary carcinoma | 1 | 0.72 |
Tumor location | ||
Left-sided | 73 | 52.90 |
Right-sided | 65 | 47.10 |
T stage | ||
T0 | 2 | 1.45 |
T1 | 39 | 28.26 |
T2 | 79 | 57.25 |
T3 | 11 | 7.97 |
T4 | 6 | 4.35 |
Tx | 1 | 0.72 |
N stage | ||
N0 | 6 | 4.35 |
N1 | 46 | 33.33 |
N2 | 52 | 37.68 |
N3 | 33 | 23.91 |
Nx | 1 | 0.72 |
Radiotherapy | ||
3D-CRT | 48 | 34.78 |
F-IMRT | 49 | 35.51 |
I-IMRT | 41 | 29.71 |
PTV | ||
Chest wall | 7 | 5.07 |
Chest wall+SCF | 131 | 94.93 |
SCF, supraclavicular fossa; 3D-CRT, three-dimensional conformal radiotherapy; F-IMRT, field-in-field forward intensity-modulated radiotherapy; I-IMRT, inverse IMRT.
Incidental IMN Dose Coverage
The mean dose for the PTVIMN was 32.85 Gy for all patients (SD, 9.49 Gy), ranged from 2.76 Gy (Figure 1a) to 50.93 Gy (Figure 1b). There were no significant differences between right breast cancer patients and left breast cancer patients (34. 41 ± 9.14 Gy vs. 32.09 ± 9.68 Gy). Adequate coverage of the PTVIMN, defined as ≥45 Gy, was achieved for 10 out of the 138 breast cancer patients with PMRT (7.25%). The clinical and anatomic parameters influencing doses to IMNs are summarized in Table 2. Patients were separated according to IIMNI dose ≥45 Gy and <45 Gy, and body weight, BMI, BSA, and DT were found to be lower in patients with IIMNI dose ≥45 Gy than in patients with IIMN dose <45 Gy. While the higher IIMNI doses were associated with the more IMNin and RIMNin. Patient height, DAP, RT/AP, number of internal thoracic vessels, CTV volume, PTVIMN volume, CTV and PTV border, and gantry angles showed no significant differences between the two groups. There was also no difference in the number of patients using a wedge-shaped plate for patients who underwent 3D-CRT; while 50% of the patients received an IIMNI dose ≥45 Gy using a wedge-shaped plate, only 23.26% of the patients received an IIMNI dose <45 Gy using a wedge-shaped plate.
Table 2.
Characteristic | Total | ≥45 Gy | <45 Gy | p-value | |
---|---|---|---|---|---|
Number of patients | 138 | 10 | 128 | ||
Cancer laterality | Right | 67 (48.55%) | 3 (30%) | 64 (50%) | 0.909 |
Left | 71 (51.45%) | 7 (70%) | 64 (50%) | ||
Height (cm) | Mean | 160.16 | 158.7 | 160.27 | 0.441 |
SD | 5.54 | 4.79 | 5.59 | ||
Body weight (kg) | Mean | 66 | 58.6 | 66.57 | 0.002 |
SD | 8.83 | 4.485 | 8.84 | ||
BMI | Mean | 25.74 | 23.36 | 25.93 | 0.010 |
SD | 3.30 | 2.70 | 3.27 | ||
BSA | Mean | 1.67 | 1.57 | 1.68 | 0.007 |
SD | 0.13 | 0.05 | 0.13 | ||
DAP (cm) | Mean | 10.01 | 9.71 | 10.04 | 0.438 |
SD | 1.27 | 1.49 | 1.26 | ||
DT (cm) | Mean | 23.25 | 22.71 | 23.29 | 0.043 |
SD | 1.24 | 0.38 | 1.28 | ||
RT/AP (%) | Mean | 43.21 | 42.77 | 43.25 | 0.796 |
SD | 6.28 | 6.84 | 6.27 | ||
Internal thoracic vessels, n | 2 | 128 (92.75%) | 9 (90%) | 119 (92.97%) | 0.728 |
3 | 10 (7.25%) | 1 (10%) | 9 (7.03%) | ||
CTV volume (cm3) | Mean | 436.71 | 409 | 438.88 | 0.622 |
SD | 138.16 | 90.2 | 141.24 | ||
PTVIMN volume (cm3) | Mean | 29.44 | 28.92 | 29.48 | 0.748 |
SD | 5.33 | 4.27 | 5.43 | ||
IMNin (cm3) | Mean | 5.61 | 13.33 | 5.00 | 0.000 |
SD | 4.88 | 3.54 | 4.45 | ||
RIMNin (%) | Mean | 18.92 | 46.33 | 16.78 | 0.000 |
SD | 15.93 | 11.80 | 14.14 | ||
Irradiation technique, n | 3D-CRT | 48 (34.78%) | 5 (50%) | 43 (33.59%) | 0.112 |
F-IMRT | 49 (35.51%) | 1 (10%) | 48 (37.50%) | ||
I-IMRT | 41 (29.71%) | 4 (40%) | 37 (28.91) | ||
SCF, n | Yes | 131 (94.93%) | 10 (100%) | 121 (94.53%) | 0.449 |
No | 7 (5.07%) | 0 (0) | 7 (5.47%) | ||
Cranial border (CTV), n | Clinical reference + second rib insertion | 65 (47.10%) | 4 (40%) | 61 (47.66%) | 0.642 |
Caudal border of the clavicle head | 73 (52.90%) | 6 (60%) | 67 (52.34%) | ||
Medial border (CTV), n | Midline | 33 (23.91%) | 5 (50%) | 27 (21.26%) | 0.190 |
Sternal-rib junction | 78 (56.52%) | 3 (30%) | 75 (59.06%) | ||
In between | 27 (19.57) | 2 (20%) | 25 (19.68%) | ||
Posterior border (PTV), n | Intrapulmonary | 78 (56.52%) | 8 (80%) | 70 (54.69%) | 0.121 |
Rib-pleural interface | 60 (43.48%) | 2 (20%) | 58 (45.31%) | ||
Wedge shaped plate, n | Yes | 15 (31.25%) | 5 (50%) | 10 (23.26%) | 0.069 |
No | 33 (68.75%) | 5 (50%) | 33 (76.74%) | ||
Incident angles (°) | Mean | 52.64 | 52.3 | 52.66 | 0.993 |
BMI, body mass index; BSA, body surface area; CTV, clinical target volume; PTV, planning target volume; DT, thoracic transverse diameter; DAP, thoracic anteroposterior diameter; SCF, supraclavicular fossa; PTVIMN, planning target volume of IMN; IMNin, PTVIMN included in PTV.
Factors Related to IIMNI Dose Changes
A summary of the factors influencing the IIMNI dose is shown in Table 3. In the univariate analysis, the IIMN dose was significantly higher in patients with lower body weight, BMI, BSA, DT, higher RT/AP, IMNin, RIMNin, and whose PTV posterior border was intrapulmonary. There were no significant relationships observed between the Dmean of the IIMNI dose and the magnitude of patient height, DAP, number of internal thoracic vessels, CTV/PTV/PTVIMN volume, CTV/ PTV border, gantry angles, T-stage, N-stage, or the radiation delivery technique for all patients. In multivariate analysis, three variables remained significant; thus, body weight, RT/AP, and RIMNin were the correlative factors that affected IIMNI dose (Table 3).
Table 3.
Characteristic | Univariate analysis | Multivariate analysis | ||
---|---|---|---|---|
r | p-value | Coefficient (SE) | p-value | |
Height | −0.150 | 0.080 | ||
Body weight | −0.443 | 0.000 | −4.016 | 0.000 |
BMI | −0.363 | 0.000 | ||
BSA | −0.429 | 0.000 | ||
T stage | 0.089 | 0.301 | ||
N stage | 0.130 | 0.130 | ||
DAP | 0.074 | 0.387 | ||
DT | −0.407 | 0.000 | ||
RT/AP | 0.215 | 0.011 | 5.359 | 0.000 |
Internal thoracic vessels | 0.128 | 0.134 | ||
CTV volume | −0.091 | 0.287 | ||
PTV volume | 0.004 | 0.959 | ||
PTVIMN volume | −0.035 | 0.680 | ||
IMNin | 0.734 | 0.000 | ||
RIMNin | 0.757 | 0.000 | 12.697 | 0.000 |
Irradiation technique | 0.116 | 0.175 | ||
SCF | −0.919 | 0.828 | ||
Cranial border (CTV) | −0.018 | 0.835 | ||
Medial border (CTV) | −0.110 | 0.199 | ||
Posterior border (PTV) | −0.286 | 0.001 | ||
Wedge-shaped plate | 0.250 | 0.087 | ||
Incident angles | −0.091 | 0.287 |
BMI, body mass index; BSA, body surface area; CTV, clinical target volume; PTV, planning target volume; DT, thoracic transverse diameter; DAP, thoracic anteroposterior diameter; SCF, supraclavicular fossa; PTVIMN, planning target volume of IMN; IMNin, PTVIMN included in PTV.
Discussion
Extended resection of the IMNs, which can jeopardize the survival of breast cancer patients even more than the breast cancer itself, has been abandoned (23). IMNI has been shown to have a significant impact on locoregional control, breast cancer mortality, and OS (5–7), but controversies concerning IMNI still exist, mainly because of radiotherapy-induced long-term lung and heart toxicity (8, 24, 25). Though the incidental dose to the IMNs not achieve clinically significant therapeutic levels (26, 27), recent studies have demonstrated that accepting adequate doses during incidental irradiation can result in a clinical benefit (6, 10). By determining the variability in the IIMNI dose coverage with standard chest wall tangential fields using surface anatomy (as determined by a planning CT image) and in patients showing IMN drainage on lymphoscintigraphy, Proulx et al. showed that only 14% and 19% of patients had IMNs completely within the tangent fields (28, 29). Our study found significant variability in individual IIMNI dose for patients who accepted PMRT, and only 7.25% of the patients received a meaningful IIMNI dose when the IMNs were not included in the PTV. This led us to realize that even though low mean doses were being reported, there was significant dose inhomogeneity in the IMNs. The incidental dose to the IMNs may change according to body habitus according to Proulx et al. (28). These authors reported that presternal fat thickness was inversely correlated with IMN inclusion in tangent fields, while thoracic skeletal shape was not associated with IMN inclusion. These studies used the patient presternal fat thickness as a surrogate for body habitus, whereas the present study evaluated the influence of patient height, body weight, BMI, BSA, the thoracic anteroposterior diameter (DAP), the thoracic transverse diameter (DT), and RT/AP on the IIMNI dose to the patients who accepted PMRT. We postulated that patient anatomy and technical parameters were the potential factors influencing IIMNI dose variance and attempted to determine whether the combination of such influencing factors could potentially indicate a subgroup of patients in whom it would be appropriate to avoid IMN radiotherapy.
According to Sapienza et al. (14) and Arora et al. (15), the predictor for incidental dose to the IMNs is the T-stage and N-stage of the tumor. These authors revealed that advanced N- and T-stage involvement was correlated with higher average doses to IMNs. However, these results are contrary to those of the present study, in which both univariate and multivariate analyses confirmed that the T-stage and N-stage of tumors showed no correlations with the IIMNI dose. This variance may partly be due to the fact that some of the patients enrolled in the previous studies were early breast cancer patients who accepted BCS, and different operative approaches result in variance of presternal fat thickness, which was associated with IMN inclusion (28), and the radiation oncologists considered the patients to be at high risk and adjusted the fields accordingly.
Significantly decreasing the irradiation dose delivered to OARs (lung, heart, and spinal cord), IMRT improves the accuracy of breast cancer radiotherapy (30–32). While the IIMNI dose were consistent, regardless of the irradiation technique (3D-CRT: 33.80 Gy, F-IMRT: 29.65 Gy, and I-IMRT: 32.95 Gy, respectively) (26). Similar to Sapienza et al. (14), we observed that the addition of SCF field irradiation did not significantly increase the Dmean of the IMNs in the PMRT patients. Regardless of the radiotherapy technique, patient anatomy and clinical factors could eventually influence the dose distribution. Previous studies have associated body habitus with nodal volume dose distribution when breast cancer irradiation is administered (20, 33). The results of these present study showed that obese or overweight patients had poorer dose coverage with fixed depth prescription than normal weight patients, and higher doses were associated with the more voluminous (≥1,200 cc) and pendulous breasts. Barry et al. (22) found no direct correlation between BMI and any IMN dosimetric parameter during both free breathing and active breathing control in 50 left-sided breast cancer patients. And this result is consistent with our findings, BMI is not sufficient to predict IIMNI dose, which was insignificant in the multivariate analysis (Table 3).
This analysis showed the higher IIMNI doses were associated with the less body weights and more RIMNin. However, only 10 patients received a meaningful incidental irradiation dose during PMRT, and thus, this sample size was insufficient to acquire a more clinically significant difference that would warrant identification of a subgroup of patients for whom it may be more appropriate to avoid IMNI for further management. Additional studies with a larger sample size are needed to provide more continuous up-to-date information.
Conclusion
The present analysis showed that a small number of breast cancer patients had adequate IIMNI dose coverage for postmastectomy chest wall ± SCF irradiation, which might contribute to controlling IMN micrometastases. The patient body weights, RT/AP, and RIMNin was the most important influence factor for IIMNI doses. The risk of avoiding IMNI is different for PMRT patients with different body habitus in breast cancer subpopulations with a high risk of metastatic or even microscopic metastatic IMNs.
Data Availability Statement
The datasets used and analyzed during the current study are available from the corresponding author on reasonable request.
Ethics Statement
The studies involving human participants were reviewed and approved by The institutional research ethics board of the Shandong Tumor Hospital Ethics Committee (SDTHEC201703014). Written informed consent for participation was not required for this study in accordance with the national legislation and the institutional requirements. Written informed consent was not obtained from the individual(s) for the publication of any potentially identifiable images or data included in this article.
Author Contributions
WW and JL participated in the study design, and contributed to the data collection, and draft the manuscript. TS, YZ, MX, and QS participated in the treatment planning. JW, PQ, and XL made important contributions in collecting and analyzing data, and in revising the content. All authors read and approved the final manuscript.
Conflict of Interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Acknowledgments
This manuscript was edited by American Journal Experts (AJE).
Footnotes
Funding. This work was supported by the National Natural Science Foundation of China (grant number 81703038); and the Key Research Development Program of Shandong Province (grant number 2019GSF108104); Bethune Charitable Foundation Shared Sunshine—Major Disease Clinical Research Project (grant number G-X-2019-0101-12).
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The datasets used and analyzed during the current study are available from the corresponding author on reasonable request.