Abstract
B-cell precursor acute lymphoblastic leukemia (BCP-ALL), the most common childhood cancer, originates from lymphoid precursor cells in bone marrow committed to the B-cell lineage. Environmental factors and genetic abnormalities disturb the normal maturation of these precursor cells, promoting the formation of leukemia cells and suppressing normal hematopoiesis. The underlying mechanisms of progression are unclear, but BCP-ALL incidence seems to be increasing in parallel with the adoption of modern lifestyles. This study hypothesized that air pollution and haze are risk factors for BCP-ALL progression. The current study revealed that indeno(1,2,3-cd)pyrene (IP), a major component of polycyclic aromatic hydrocarbons (PAHs) in air, promotes oncogenic activities (proliferation, transformation, and disease relapse) in vitro and in vivo. Mechanistically, IP treatment activated the aryl hydrocarbon receptor (AHR)–indoleamine-2,3-dioxygenase (IDOs) axis, thereby enhancing tryptophan metabolism and kynurenine (KYN) level and consequent promoting the KYN–AHR feedback loop. IP treatment decreased the time to disease relapse and increased the BCP-ALL cell count in an orthotopic xenograft mouse model. Additionally, in 50 clinical BCP-ALL samples, AHR and IDO were co-expressed in a disease-specific manner at mRNA and protein levels, while their mRNA levels showed a significant correlation with disease-free survival duration. These results indicated that PAH/IP exposure promotes BCP-ALL disease progression.
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Introduction
Leukemia in children is mainly caused by the malignant proliferation of white blood cells(Lilljebjorn and Fioretos 2017). Although the cure rate for childhood acute lymphoblastic leukemia (ALL) has gradually increased in recent years, ALL relapse remains one of the most significant causes of childhood cancer mortality(Burgler and Nadal 2017; Jones et al. 2016). The risk factors for ALL initiation or relapse are correlated with exposure to exogenous and endogenous environments or genetic variation(Iacobucci and Mullighan 2017; Ghazavi et al. 2015; Tsai et al. 2015). Many exogenous environmental factors are considered significant risk factors, such as viral infection, radiation, environmental toxins (formaldehyde), and pollutants, including polycyclic aromatic hydrocarbons [PAHs])(Moriyama et al. 2015; Rodriguez-Villamizar, et al. 2020; Dehghani et al. 2017).
As primary organic fossil fuel (e.g., oil, coal) products, PAHs are critical environmental pollutants that endanger human health. Although some PAHs are considered carcinogens (e.g., benzo[a]pyrene)(Paris et al. 2018; Goudarzi et al. 2018), the cellular impact of chronic exposure to most PAHs is still unclear. Several studies have examined the effects of PAHs on carcinogenesis and tumor growth(Famiyeh et al. 2021). However, studies on PAHs in children with ALL are relatively rare, except chronic myelogenous leukemia. The relationship between PAH exposure and children’s carcinogenesis is unclear for ALL (78%) and B-cell precursor cell (BCP)-ALL (68%), which account for most cases of leukemia(Chen et al. 2015; An, et al. 2017). Leukemia epidemiological studies have not measured PAH concentrations in environmental media, and few such reports exist wordwide(Kislov et al. 2013; Marcoux et al. 2000). However, some studies found that PAH exposure, including parental occupational exposure to car exhaust, smoking, and proximity to transportation routes, is related to the risk of childhood leukemia(Weng et al. 2008). Although the research results are inconsistent, the relevant results suggested that PAH exposure increases the risk of ALL and affects the disease process(Chen et al. 2021a; Zhang et al. 2021a; Enuneku et al. 2021). Moreover, its regulatory mechanism appears related to the aryl hydrocarbon receptor (AHR) (O'Driscoll et al. 2018; Tao et al. 2021).
AHR is a basic cytosolic helix–loop–helix/Per–Arnt–Sim transcriptional factor that resides in the cytoplasm in its resting state(Nguyen et al. 2013). After ligand binding, AHR translocates to the nucleus, where it heterodimerizes with its binding partner AHR nuclear translocator and activates the expression of a battery of genes containing specific DNA target sequences (xenobiotic-responsive elements)(Puga et al. 2009). AHR activation functionally increases xeno-toxin metabolism, but recently it seems to increase cellular proliferation, anti-apoptotic activity, and angiogenesis in several cancer cell lines and animal models(Nebert et al. 2004). However, its mechanism is not completely defined. Studies indicated that AHR dysregulation has a vital role in hematopoietic cell progression toward malignancy(Dietrich and Kaina 2010).
Moreover, increased AHR expression has been noted in ALL, suggesting its potential pro-tumorigenic activity(Alicandro et al. 2016; Deziel et al. 2014; Metayer et al. 2016). However, the regulatory mechanisms of AHR expression and the functional impact on ALL have yet to be elucidated. Additionally, indoleamine-2,3-dioxygenase (IDO), a potential target of AHR(Zelante et al. 2014), facilitates tryptophan catabolism at the rate-limiting step of the kynurenine (KYN) pathway(Wang et al. 2017; Wu et al. 2021). IDO expression and increased KYN metabolite levels are associated with the immunosuppressive tumor microenvironment(Wu et al. 2021; Chen et al. 2021b; Zhang et al. 2021b). Signaling in immune cell types through KYN and its receptor AHR increases the apoptosis of T-helper 1 lymphocytes and natural killer cells, thereby preventing excessive immune activity(Chen et al. 2021b; Li et al. 2020). This study presents comprehensive evidence that AHR activity induced by indeno(1,2,3-cd)pyrene (IP) through AHR–IDO–KYN signaling promotes oncogenesis in BCP-ALL.
Materials and methods
Plasmids, cell lines, and other materials
The PLKO.1.puro or.neo vector was used as a backbone for shRNAi constructs targeting AHR. The shRNAi sequence of AHR was showed as follows: AHR shRNAi 5′-CGGCATAGAGACCGACTTAAT-3′. Transfection was performed using the LipofectAMINE transfection kit (Gibco, Thermo Fisher Scientific, Waltham, MA, USA). Human leukemia cell lines (Molt-4, REH, Jurkat, Sup-B15, Nalm-6, B-job, HL60, and K562) and lymphoblastoid cell lines (LCLs) were obtained from ATCC and maintained according to the manufacturer’s protocol. Indeno(1,2,3-cd)pyrene (ERI-001) was purchased from Sigma-Aldrich (Saint Louis, MO, USA) and dissolved in methanol. Chemical and kinase inhibitors were purchased from Sigma-Aldrich (Saint Louis, MO, USA) and AKT (124,005), p38 (S8307), U0126 (19–147), JAK (420,099), PI3K (L9908), NF-kB (B5556), INCB, and KYN (K8625). IDO inhibitors (INCB024360 and NLG8189) were purchased from MyBioSource.
Western blotting and immunohistochemical analysis
Western blotting and immunohistochemical (fluorescence) staining were performed as described previously (Hsu et al. 2013; Chiou et al. 2014). The primary antibodies used in this study were Cyclin D1 (1:200), and actin polyclonal antibodies (1:5000 dilution; Sigma-Aldrich). The AHR and Ki67 goat polyclonal antibody (1:200 dilution; Santa Cruz Biotechnology). The Ikaros1, E2F1, IDO1, ETV6, TDO2, IDO2, CYP1B1, AML1, OCT4, and Ikaros1 (1:500 dilution) primary antibody was obtained from GeneTex International Corp. All of the experiments were repeated at least 3 times.
RNA isolation
In order to compare the relative gene expression profiles in ALL patients, total RNA from liver tissue RNA were isolated by RNeasy Mini Kit according to instructions from the manufacturer (Qiagen, Valencia, CA, USA).
Real-time PCR
The expressions of IDO1, TDO2, and AHR mRNA in leukemia cells from cancer patients were quantified using the SYBR Green Quantitative RT-PCR kit (Invitrogen) as described previously. The total RNA was extracted from the tumor mass using TRIzol reagent (Invitrogen) and then transcribed into cDNA (Invitrogen) for PCR amplification on a 7900HT Thermocycler (Applied Biosystems Inc.). All procedures and data analysis were performed according to the manufacturer’s instructions. All data are expressed as the mean ± SD of at least 3 experiments.
Cell proliferation assay
A colorimetric immunoassay (Roche) for the quantification of the cell proliferation was performed based on the measurement of BrdU incorporation during DNA synthesis according to the manufacturer’s instructions. The cells (104) cultured in 96-well plates were incubated at 37 °C for 16 h and then growth-arrested prior to the indicated treatment. The BrdU labeling reagent was added into the medium for a 2-h incubation at 37 °C. Absorbance values were measured at 495 nm using a VersaMax ELISA Microplate Reader.
Anchorage-independent growth assays
Cells (104 or 5 × 103) in 1 mL of a culture medium were mixed with an equal volume of 0.6% top agar and plated onto 60-mm culture dishes with 0.5% bottom agar. The plates were incubated at 37 °C for 2 weeks. Colonies were visualized by staining with 0.05% crystal violet acetate, and only those larger than 0.5 mm were counted. The culture medium was replaced every 3 days. All data are expressed as the mean ± SD of at least 3 experiments.
ELISA that measures human kynurenine concentrations in culture medium
This was conducted using the human Kynurenine ELISA Kit from MyBioSource, San Diego (USA) (MBS704658), according to the manufacturer’s instructions. Human BCP-ALL cells treated with IP or inhibitor seeded in 96-well culture plates were incubated at 37 °C. After 24 h, the conditioned medium was collected and centrifuged at 3000 rpm for 20 min to remove cell debris. The supernatants were then subjected to ELISA in triplicates. Kynurenine concentrations were computed with reference to standard curves derived from purified kynurenine supplied in the ELISA Kit.
Patients
This study enrolled 50 ALL patients (27 men and 23 women; mean age, 9.1 ± 5.83 years; range, 0.5–24 years) from three medical centers (Chung Ho Memorial Hospital (50 ALL)) were enrolled to the AHR, TDO2, and IDO1 cohort study from May 2016 to March 2022. The study was conducted with approval (KMUH-IRB-20160025 and 20,210,034) from the ethics committee of Kaohsiung Medical University Chung-Ho Memorial Hospital. Written informed consent was obtained from each patient.
Leukemia mice model
We used 8-week-old male non-obese diabetic/severe combined immunodeficiency (NOD-SCID) mice obtained from the National Laboratory of Animal Breeding and Research Center (Taipei, Taiwan). Nalm-6 cells (5 × 107) were injected into non-obese diabetic/severe combined immunodeficiency (NOD-SCID) mice via the tail vein injection to evaluate the oncogenic activity of IP. After 1 week, the mice were treated with IP (40 ng/g 3 days) for 50 days. All animal experiments were approved by the Kaohsiung Medical University–Institutional Animal Care and Use Committee (IACUC-108211; Kaohsiung, Taiwan) and were in accordance with the guidelines (KMU Animal Care and Use Program for Center for Laboratory Animals, Kaohsiung Medical University, Taiwan) and regulations of the institution. Male NOD-SCID mice were obtained from the National Laboratory of Animal Breeding and Research Center (Taipei, Taiwan). NOD-SCID mice were inoculated (s.c. injection) with 107 Nalm-6 cells individually (n = 10 mice/group).
Statistical analysis
Quantitative variables are presented as mean ± SD. The significance of differences was determined using a two-sample t-test and non-parametric analysis. Statistical analysis of categorical variables was performed using chi-squared analysis, one-way analysis of variance, and Fisher’s exact analysis. Differences with a P value < 0.05 were considered significant.
Results
BCP-ALL cells treated with IP display significantly increased cell proliferation and higher stem cell-like and lipid metabolism marker levels
First, we analyzed the expression patterns of proliferation-related genes (cyclin D1, E2F1, and Ki-67), stem cell-like (OCT4, Nanog, and SOX2), and leukemia-associated mutant markers (AML1, ETV6, and Ikaros1) in BCP-ALL cells (REH and Nalm-6) treated with IP to explore the potential functional relationship between IP and BCP-ALL. Cell proliferation marker expression increased in BCP-ALL cells treated with IP in a concentration-dependent manner (Fig. 1A and B). OCT4, Nanog, and SOX2 expression was significantly increased in BCP-ALL cells treated with IP (Fig. 1C and D), as was AML1, ETV6, and Ikaros1 mRNA expression (Fig. 1E and F).
IP promotes BCP-ALL cell proliferation and transformation
We evaluated the proliferation of IP-responsive cells and expression of stem cell-like and leukemia-associated mutant markers in BCP-ALL cells treated with IP to assess potential tumorigenesis. Similar to those observed at the mRNA level, the protein expression of cell proliferation, stem cell-like, and leukemia-associated mutant markers was increased in BCP-ALL cells treated with IP (Fig. 1G and H). The cellular and oncogenic activities regulated by IP were further examined regarding their effects on cell proliferation and transformation in vitro. Firstly, BCP-ALL cells treated with IP displayed increased proliferation in the bromodeoxyuridine (BrdU) incorporation assay (Fig. 1I and J). Secondly, cellular transformation in BCP-ALL cells was enhanced by IP in an independent soft agar assay, in which treatment with IP and 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD), a well-established AHR ligand for comparison, significantly increased colony formation (Fig. 1K and L).
IP induces AHR expression, cell proliferation, and cell transformation through the JAK and PI3K signaling pathways
We analyzed AHR expression patterns in leukemia cell lines to explore the potential functional relationship among IP, AHR, and BCP-ALL. Analyses of eight leukemia cell lines (Nalm-6, Sup-B15, REH, Molt-4, K562, HL-60, Jurkat, and B-job) revealed higher AHR expression in B-cell leukemia cells (Nalm-6, REH, and Sup-B15) than in lymphoblastoid cell lines (Fig. 2A and B). Furthermore, REH cells treated with IP were separately co-incubated with different kinase-specific inhibitors to evaluate transcriptional activation. Moreover, we analyzed the expression of AHR and cell proliferation markers via western blotting. The protein expression of AHR and cell proliferation markers induced by IP treatment was concentration-dependently suppressed by the JAK-specific inhibitor AG480 and MAPK-specific inhibitor U0126 (Fig. 2C). Meanwhile, IP increased KYN secretion in REH cells, and inhibition of JAK and MAPK in REH cell lines reversed this effect (Fig. 2D). Moreover, we examined the functional effects of IP on BCP-ALL cells. The results indicated that IP significantly increased the cell growth (Fig. 2E), proliferation (Fig. 2F and G), and transformation of BCL-ALL cells (Fig. 2H and I), and these effects were reversed by treatment of the cells with AG480 and U0126.
AHR expression is essential for proliferation and transformation in leukemia cells treated with IP
Endogenous AHR was silenced in REH and Nalm-6 cells using four short hairpin RNA interference to determine whether AHR is essential for IP-induced signaling (Figure S1). AHR-silenced cells were then treated with IP to evaluate the regulatory effects of AHR on cell proliferation. IP activated AHR and cell proliferation marker (Cyclin D1, E2F1, and Ki-67) expression at the protein level (Fig. 3A). Also, IP activated BCL-ALL oncogenic marker (AML1, c-Myc, ETV6, and Ikarose1) expression at the protein level (Fig. 3A) However, IP-induced AHR, cell proliferation, and oncogenic marker activation of BCL-ALL was abrogated in AHR-silenced cells compared to the findings in mock-infected cells (Fig. 3A). The proliferation and transformation of AHR-silenced leukemia cells were determined using BrdU incorporation and independent soft agar assays to further assess the tumorigenic effect of AHR on leukemia prognosis. IP-induced AHR expression increased BrdU incorporation in REH and Nalm-6 cells, but AHR-silenced cells exhibited decreased proliferation and transformation (Fig. 3B, E, and F) even at higher doses of IP exposure. IP increased KYN secretion in REH and Nalm-6 cells and silencing of AHR in REH and Nalm-6 cell lines reversed this effect (Fig. 3C). KYN increased cell proliferation in REH and Nalm-6 cells, but AHR-silenced cells exhibited decreased proliferation (Fig. 3D).
IDO inhibitors significantly inhibit AHR-mediated KYN expression, cell proliferation, and cell transformation
IDOs control tryptophan catabolism (9), whereas IP influences KYN–AHR oncogenic signaling (12). We measured KYN expression and oncogenic activity in leukemia cells (REH and Nalm-6) to verify the regulatory effects of IP on AHR–IDO–KYN signaling. We induced Nalm-6 cells to express AHR via IP treatment in the presence of IDO-selective inhibitors (INCB024360, 5 and 10 mmol/L; NLG-8189, 15 and 30 mmol/L). Both IDO inhibitors significantly suppressed, albeit at varying degrees, AHR, IDO1, IDO2, TDO2, Ikaros1, ETV6 AML1, and cell proliferation marker (Cyclin D1, E2F1, and Ki-67) expression (Fig. 4A). KYN levels were increased in leukemia cells treated with IP, thereby inducing AHR expression. However, the IP-mediated upregulation of its targets and KYN release were inhibited in leukemia cells treated with IP and IDO inhibitors (Fig. 4B). Furthermore, IP-induced AHR expression increased BrdU incorporation and transformation activity in B-cell leukemia cells (REH and Nalm-6), but cells treated with IDO inhibitors exhibited decreased proliferation and transformation (Fig. 4C–F).
KYN promotes leukemia cell proliferation and transformation
We then examined the functional effects of KYN and its positive feedback loop on leukemia cells. The results indicated that KYN significantly increased cell proliferation marker expression (cyclin D1, E2F1, and Ki-67), as well as IDO1, TDO2, Ikaros1, AML1, and ETV6 expression, in leukemia cells (Fig. 5A). Meanwhile, IDO inhibition decreased their expression. Similarly, leukemia cell proliferation and transformation following KYN treatment were examined using BrdU incorporation and independent soft agar assays. The results illustrated that KYN increased leukemia cell proliferation and transformation (Fig. 5B–E).
IP significantly induces Nalm-6 cell proliferation in an orthotopic xenograft mouse model
Nalm-6 cells were injected into non-obese diabetic/severe combined immunodeficiency (NOD-SCID) mice via the tail vein injection to evaluate the oncogenic activity of IP. After 1 week, the mice were treated with IP (40 ng/g 3 days) for 50 days (Fig. 5F). Spleen cells were stained with human and mouse CD45 monoclonal antibodies to reveal the onset of BCP-ALL, and human CD45 + cells were counted as cell oncogenic proliferation markers. IP treatment significantly increased Nalm-6 cell proliferation compared to the effects of vehicle treatment in NOD-SCID mice (Fig. 5G). IP-treated mice displayed shorter survival than vehicle-treated mice (Fig. 5H). In addition, IP-treated mice had a significantly higher percentage of Nalm-6 cells and higher serum KYN levels than vehicle-treated mice (Fig. 5I and J).
AHR–IDO–KYN axis expression is significantly correlated with the clinical outcome of patients with BCP-ALL
To evaluate the clinical potential outcome of AHR, 50 patients with BCP-ALL from the Kaohsiung Medical University Hospital were enrolled in the AHR cohort study between August 2006 and November 2020. Forty of the patients with BCP-ALL originally enrolled had sufficient follow-up data for analysis. All patients were treated by following the protocols of the Taiwan Pediatric Oncology Group. The baseline characteristics of the patients based on the categorization of AHR expression are shown in Table 1. The average follow-up time for all patients was 60 months. Bone marrow cells were harvested from the ALL patients at diagnosis or relapse and the normal controls were obtained after informed consent. Further, to classify the regulation effect on leukemia patients, the expression level of AHR in patients with ALL was defined as the high group, in which AHR mRNA detected was sixfold higher than that in a normal donor. There were significant differences between low- or high-level groups of AHR expression and disease relapse (P = 0.01) and disease-free survival (P < 0.01). In contrast, there was no correlation between AHR expression and age, gender, white blood cell count, hemoglobin levels, platelet count, and levels of hepatomegaly or splenomegaly (Table 1). This suggests that AHR expression has a significant regulatory effect on patient relapse and overall survival in patients with BCP-ALL.
Further, to characterize the potential correlation between prognosis and AHR–IDO–KYN signaling clinically, the mRNA expression of these genes and the level of KYN in 50 BCP-ALL samples were examined. IDO1, KYN, AHR, and TDO2 expression was correlated with clinical outcomes. Patients with primary or relapsed ALL exhibited significantly higher IDO1, AHR, TDO2, and KYN levels than patients without relapse (Fig. 6A–D). Moreover, mRNA expression of ISX strongly correlated with those of IDO1 and TDO2 in patients with BCP-ALL (Pearson’s correlation coefficient, r = 0.7037 and 0.8599, respectively, P < 0.0001; Fig. 6E and F). In the analyses of disease-free survival, patients with low AHR expression had a significantly longer survival time than those with high expression following treatment with established chemotherapy (Fig. 6G; P < 0.001; HR = 7.188).
Discussion
Leukemia is the most common malignancy in children, and it primarily involves a multistep deregulatory genetic defect and environmental exposures. This study revealed that environmental pollutant, PAH(IP), exposure activates the AHR–IDOs axis basically and clinically. This activation enhances tryptophan metabolism and KYN release, further promoting KYN–AHR signaling and providing a potential linkage among environmental PAH exposure, tryptophan metabolism, and BCP-ALL development (Fig. 7).
IP is one of the five most common PAHs in air pollutants in many environmentally contaminated areas, such as industrial harbors or cities(Chen et al. 2021c; National Toxicology 2011); however, the cytotoxicity and disease impact after exposure are rare and unclear yet. More than 100 PAHs currently exist, including both natural and synthetic types. Most vapor PAHs have only two or three benzene rings; however, PAHs with more than five benzene rings form particles with a volume of < 2.5 μm(Russold et al. 2006) and are major haze as carcinogens in air pollutants (Sopian et al. 2021). Destroying the genes in the cell causes genetic mutations and promotes cancer cell growth(Longoria-Rodriguez et al. 2020). We analyzed proliferation marker expression in BCP-ALL cell lines to further clarify PAH-induced cell proliferation and tumorigenesis. The results illustrated that proliferation and transformation were significantly increased by IP treatment in BCP-ALL cells.
PAHs may indeed increase the risk of AML and affect the course of the disease(Baum et al. 2020). The related regulatory mechanism appeared to be related to AHR, a unique chemical sensor activated by xenobiotics and a major regulator of xenobiotic-induced carcinogenesis, including leukemogenesis(Yang et al. 2021). However, the role of AHR in the processes of tumor initiation and development remains to be elucidated. This study found that IP-induced AHR expression and AHR-relevant oncogenic effects on proliferation and transformation in BCP-ALL cells. Contrarily, IP-induced oncogenic effects on proliferation or transformation signaling were abrogated in AHR-silenced BCP-ALL cells. These results clearly revealed that the IP–AHR axis promotes the development of BCP-ALL.
Kynurenine (KYN) is an important bioactive metabolite of tryptophan metabolism via tryptophan dioxygenase (Platten et al. 2012), such as indoleamine 2,3-dioxygenase (IDO) (Jasperson et al. 2009). IDOs, enzymes that catalyze tryptophan degradation, were majorly regulated through JAK/STAT signaling(Arumuggam et al. 2015). Also, MAPK signals activated the IDO1 level via the kynurenine/AhR perturbation loop pathway in gastric cancer(Xiang et al. 2019). Recently, evidences showed kynurenine carried out a diversity of biological functions, including dilating blood vessels during inflammation (Liu et al. 2019), regulating the immune response (Wang et al. 2010), and increasing solid tumor growth (Platten et al. 2012). Many studies also showed that increased kynurenine levels were detected and may precipitate disease development, such as cognitive deficits in schizophrenia (Schwarcz et al. 2012), Alzheimer’s disease (Dounay et al. 2015), and cardiovascular disease(Schwarcz et al. 2012). This study also noted a parallel and interactive event in which the AHR–KYN axis upregulated proliferation and transformation through the effects of IP in children BCP-ALL patients. The findings in REH and Nalm-6 cells treated with KYN and IDO inhibitors confirmed the role of the AHR–IDO–KYN axis in leukemia cells. The results indicated that KYN significantly increased proliferation, transformation, and relapse in leukemia cells, and these effects were suppressed by IDO inhibition.
In summary, this study demonstrated that AHR–IDO–KYN signaling promotes IP-induced oncogenesis in BCP-ALL cells. The strong clinical correlation between the levels of AHR, IDOs, and KYN in patients with ALL underscores the importance of AHR–KYN signaling in BCP-ALL progression. This pathway might represent a new target for the prevention and treatment of BCP-ALL.
Data availability
The datasets during and/or analyzed during the current study are available from the corresponding author on reasonable request. Some data may not be made available because of privacy or ethical restrictions.
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Funding
This work was supported in part by research grants KMUH 106-6T16, KMUH109-9R48 and KMUH108-8R39 from the Kaohsiung Medical University Hospital, and MOST-105–2314-B-037–70-MY2, MOST-106–2314-B-037- 090-MY2, MOST-107–2314-B-037–063-MY3, MOST-107–2314-B-037–028 -MY3, 109–2326-B-003 -001 -MY3, 110–2314-B-037 -072 -MY3, 110–2320-B-037 -008, 110–2314-B-037 -052 from the Ministry of Science and Technology, Taiwan, Kaohsiung Medical University grant (KMU-DK108012). National Health Research Institutes, Taiwan (EOPP10-014 to SKH), Kaohsiung Medical University “The Talent Plan” (106KMUOR04 to SKH), Taiwan, and Shenzhen Science and Technology Peacock Team Project (KQTD20170331145453160 to SKH).
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Conception and design: S.-H. Hsu and L.-T. Wang.
Development of methodology: S.-H. Hsu and L.-T. Wang.
Acquisition of data (provided animals, acquired and managed patients, provided facilities, etc.): L.-T. Wang, Y.-M. Liao, P.-C. Lin, and S.-S. Chiou.
Analysis and interpretation of data (e.g., statistical analysis, biostatistics, computational analysis): S.-H. Hsu, L.-T. Wang, K.-Y. Liu, M.-H. Lin and S.-N. Wang.
Writing, review, and/or revision of the manuscript: S.-H. Hsu, L.-T. Wang, S.-K. Huang and S.-S. Chiou.
Administrative, technical, or material support (i.e., reporting or organizing data, constructing databases): S.-H. Hsu and S.-S. Chiou.
Study supervision: S.-H. Hsu and L.-T. Wang.
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The study was conducted with approval (KMUH-IRB-20160025 and 20210034) from the ethics committee of Kaohsiung Medical University Chung-Ho Memorial Hospital. Written informed consent was obtained from each patient. All animal experiments were approved by the Kaohsiung Medical University–Institutional Animal Care and Use Committee (IACUC-108211; Kaohsiung, Taiwan) and were in accordance with the guidelines (KMU Animal Care and Use Program for Center for Laboratory Animals, Kaohsiung Medical University, Taiwan).
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Wang, LT., Liu, KY., Wang, SN. et al. Aryl hydrocarbon receptor–kynurenine axis promotes oncogenic activity in BCP-ALL. Cell Biol Toxicol 39, 1471–1487 (2023). https://doi.org/10.1007/s10565-022-09734-0
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DOI: https://doi.org/10.1007/s10565-022-09734-0