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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
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<issn pub-type="epub">1664-3224</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2026.1752727</article-id>
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<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>HDAC3 inhibition as a therapeutic strategy in T-cell acute lymphoblastic leukemia via the TYK2-STAT1-BCL2 signaling pathway</article-title>
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<name><surname>Gu</surname><given-names>Zhenyang</given-names></name>
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<aff id="aff1"><label>1</label><institution>State Key Laboratory of Experimental Hematology, Senior Department of Hematology, The Fifth Medical Center, Chinese People's Liberation Army (PLA) General Hospital</institution>, <city>Beijing</city>,&#xa0;<country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Hematology, The First Medical Center, Chinese People's Liberation Army (PLA) General Hospital</institution>, <city>Beijing</city>,&#xa0;<country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>Medical School of Chinese People's Liberation Army (PLA), Chinese People's Liberation Army (PLA) General Hospital</institution>, <city>Beijing</city>,&#xa0;<country country="cn">China</country></aff>
<aff id="aff4"><label>4</label><institution>National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University</institution>, <city>Suzhou</city>,&#xa0;<country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Liping Dou, <email xlink:href="mailto:lipingruirui@163.com">lipingruirui@163.com</email>; Chunji Gao, <email xlink:href="mailto:gaochunji301@163.com">gaochunji301@163.com</email>; Daihong Liu, <email xlink:href="mailto:daihongrm@163.com">daihongrm@163.com</email>; Yang Xu, <email xlink:href="mailto:yangxu@suda.edu.cn">yangxu@suda.edu.cn</email></corresp>
<fn fn-type="equal" id="fn003">
<label>&#x2020;</label>
<p>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-04">
<day>04</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1752727</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>08</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Gu, Liu, Jiao, Wang, Wang, Le, Zhang, Liu, Xu, Liu, Gao and Dou.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Gu, Liu, Jiao, Wang, Wang, Le, Zhang, Liu, Xu, Liu, Gao and Dou</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-04">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Few advances have been made in the treatment of T-cell acute lymphoblastic leukemia (T-ALL). Approaches targeting histone deacetylases (HDAC) have not been thoroughly investigated in T-ALL. However, the underlying molecular mechanism of HDAC inhibition remains to be fully elucidated.</p>
</sec>
<sec>
<title>Objectives</title>
<p>The study aimed to evaluate the clinical outcome of chidamide (an oral selective HDAC inhibitor for HDAC1, HDAC2, HDAC3, and HDAC10) in combination with chemotherapy in relapsed or refractory T-ALL and explore the underlying molecular mechanism of HDAC inhibition in T-ALL.</p>
</sec>
<sec>
<title>Methods</title>
<p>The clinical outcomes of 28 patients with relapsed or refractory T-ALL, who received chidamide in combination with chemotherapy were first evaluated. Chidamide (30mg per dose) was orally administered twice a week for a total of four doses (120mg in total per patient) during the first 2 weeks of the combined salvage chemotherapy. Transcriptomic analysis was used to identify pivotal signaling pathways of histone deacetylase inhibition in T-ALL cell lines. Short hairpin RNA-mediated inhibition, co-immunoprecipitation, and a series of functional assays were performed to verify the putative signaling pathways involved in cell lines, primary patient samples, and mouse models.</p>
</sec>
<sec>
<title>Results</title>
<p>Of the 28 patients, 16 achieved a complete response and three achieved a partial response. As an inhibitor of histone deacetylases, chidamide significantly suppressed the proliferation of T-ALL cells and induced apoptosis and cell cycle arrest <italic>in vitro</italic>. Chidamide treatment significantly inhibited the protein level of HDAC3, but not HDAC1, HDAC2, or HDAC10, in T-ALL cell lines and primary human T-ALL cells. Moreover, the TYK2-STAT1-BCL2 signaling pathway was also substantially inhibited upon chidamide administration. Finally, overexpression of HDAC3 and TYK2 rescued the inhibitory effects of chidamide on T-ALL cells. HDAC3 was found to associate with TYK2 and contributed to activation of the TYK2-STAT1-BCL2 signaling pathway in T-ALL cells.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Our results highlight the effectiveness of the combination of chidamide and chemotherapy in the treatment of T-ALL patients and suggest that HDAC3 can act as a potential novel therapeutic target to inhibit the TYK2-STAT1-BCL2 signaling pathway in T-ALL.</p>
</sec>
</abstract>
<kwd-group>
<kwd>chidamide</kwd>
<kwd>combination therapy</kwd>
<kwd>HDAC3</kwd>
<kwd>T-ALL</kwd>
<kwd>TYK2</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This work was partially supported by grants from the National Key R&amp;D Program of China (Nos. 2023YFC2507800 and 2021YFA1100904), the National Natural Science Foundation of China (Nos. 82070178, 82270162, 82270224, 82200169, and 82200232), the Beijing Natural Science Foundation of China (No. 7222175), the Military Medical Support Innovation and Generate Special Program (No. 21WQ034), the Special Research Fund for Health Protection (No. 21BJZ30), and the Logistics Independent Research Program (No. 2023hqzz09).</funding-statement>
</funding-group>
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<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Cancer Immunity and Immunotherapy</meta-value>
</custom-meta>
</custom-meta-group>
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</front>
<body>
<sec id="s1">
<title>Background</title>
<p>T-cell acute lymphoblastic leukemia/lymphoma (T-ALL) is an aggressive malignancy caused by clonal proliferation of transformed thymic T-cell progenitor cells. It accounts for about 15% of pediatric ALL cases and 25% of adult ALL cases. Although there are distinct features in the demographics, clinical presentation, biology, and genetic landscape of T-ALL, it is still treated with chemotherapy, like that used in B-cell acute lymphoblastic leukemia (B-ALL). Although cure rates have exceeded 75% in pediatric patients and about 50% in adult patients with intensified chemotherapy, the prognosis of patients with primary resistant or relapsed disease remains poor (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>). Furthermore, high toxicity or even mortality was also prominent in patients using intensified pediatric-based regimens (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>). Unlike the great success in the treatment of B- ALL, which incorporates inotuzumab, blinatumomab, and CAR-T therapy, few advances have been made in the treatment of T-ALL (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>). Thus, novel effective targeted therapeutic strategies are urgently needed for patients with T-ALL (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>).</p>
<p>The genetic defects of T-ALL have been thoroughly investigated (<xref ref-type="bibr" rid="B11">11</xref>). Many drugs have been developed against these oncogenic drivers belonging to different signaling pathways, such as those in NOTCH signaling, the cell cycle, and hematopoiesis (<xref ref-type="bibr" rid="B12">12</xref>). However, to date, clinical outcomes of these drugs are unsatisfactory, somewhat reflecting the complex nature of this disease. More importantly, as in any other type of cancer, great progress on the epigenetic alterations in T-ALL has also been made (<xref ref-type="bibr" rid="B13">13</xref>). Alterations of histone deacetylases (HDACs) have also been found in T-ALL (<xref ref-type="bibr" rid="B14">14</xref>). Therefore, deregulated alterations in HDAC may provide an interesting therapeutic target for T-ALL. HDAC inhibition can induce apoptosis and growth arrest in many hematological malignancies and has been tested both <italic>in vitro</italic> and <italic>in vivo (</italic><xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>). Based on this rationale, several classes of HDAC inhibitors have been developed and found to have potent antitumor effects with remarkable tumor specificity, both in preclinical and clinical studies (<xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B22">22</xref>). For example, Panobinostat, a pan-HDAC inhibitor, has been approved for the treatment of multiple myeloma. Romidepsin is another FDA approved HDAC inhibitor for the treatment of peripheral T-cell lymphoma (PTCL). Chidamide, which can specifically inhibit HDAC1, HDAC2, HDAC3, and HDAC10, has also been evaluated as a monotherapy or combination therapy in clinical trials (<xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B23">23</xref>). Mechanistic studies indicated that the molecular processes underlying the inhibition of HDAC were much broader and more complicated than originally understood (<xref ref-type="bibr" rid="B24">24</xref>). Previous studies have demonstrated that several signaling pathways, such as the WNT/&#x3b2;-catenin and NOTCH/MYC signaling pathways, mediate the anti-tumor effects of HDAC inhibition in T-ALL (<xref ref-type="bibr" rid="B25">25</xref>&#x2013;<xref ref-type="bibr" rid="B27">27</xref>). Given the pleiotropic effects of HDAC inhibition, it is more reasonable to believe that it may produce more powerful effects if it was used in combination with chemotherapy. However, the underlying molecular mechanism of HDAC inhibition remains to be fully elucidated.</p>
<p>Here, our study found that the HDAC3-TYK2-STAT1-BCL2 signaling pathway was activated in T-ALL cells. Chidamide, when combined with chemotherapy, improved the survival of patients with relapsed/refractory (R/R) T-ALL. We further found that HDAC3 was associated with TYK2 and contributed to the activation of the TYK2-STAT1-BCL2 signaling pathway in T-ALL cells. Our study indicated that HDAC3 is a potential novel therapeutic target that inhibits the TYK2-STAT1-BCL2 signaling pathway in T-ALL.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Clinical study</title>
<p>Patients who were diagnosed with R/R T-ALL and T-cell lymphoblastic lymphoma (T-LBL) and who received chidamide during salvage chemotherapy were recruited between May 2016 and June 2019 at the First Medical Center of the Chinese PLA General Hospital. This retrospective study was designed to evaluate the clinical efficacy and safety of combining chidamide with chemotherapy for patients with R/R T-ALL. The following inclusion criteria were used: &#x2460; patients whose diagnosis met the criteria of T-ALL or T-LBL according to the 2016 edition of the WHO classification of precursor lymphoid neoplasms; &#x2461; patients with primary refractory disease after induction therapy; &#x2462; patients who relapsed within 12 months after first complete remission; &#x2463; patients who were refractory to or relapsed after at least one salvage treatment; and &#x2464; patients with an Eastern Cooperative Oncology Group (ECOG) score &#x2264; 2. Patients were excluded in this study if they had severe organ dysfunction (heart, kidney, liver, or other organs). The criteria of ETP were defined as previously (<xref ref-type="bibr" rid="B28">28</xref>). Our study was reviewed and approved by the Ethics Committee of the Chinese PLA General Hospital. All patients signed consent forms for the collection and use of their cells and clinical demographic data.</p>
<p>Chidamide (30mg per dose) was orally administered twice a week for a total of four doses (120mg in total per patient) during the first 2 weeks of the combined salvage chemotherapy. The chemotherapy regimen was selected according to the patient&#x2019;s pretreatment history and physical status (see <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S1</bold></xref>). The choice of salvage chemotherapy was determined according to the patient&#x2019;s physical status, previous treatment history and response, and the discretion of the oncologist in charge. Response assessments, including the evaluation of bone marrow, peripheral blood, and extramedullary lesions, were usually performed on the 28th day of each course of treatment or until hematopoietic recovery. Complete remission (CR) was defined as the percentage of bone marrow blasts dropped to be less than 5% and the resolution of extramedullary masses. A partial response (PR) was defined as the percentage of bone marrow blasts dropped to 6&#x2013;25% and (or) more than 50% reduction of the tumor mass. Progressive disease (PD) was defined as the number of blast cells in the bone marrow or peripheral blood increased by more than 25%, more than 25% increase of the tumor mass, or the onset of a new tumor mass. No response (NR) was defined as the failure to meet the criteria of a PR or PD. The overall response rate (ORR) was defined as the CR plus PR. Adverse effects were evaluated according to the National Cancer Institute Common Toxicity Criteria.</p>
</sec>
<sec id="s2_2">
<title>Reagents and cell culture</title>
<p>Chidamide was obtained at no cost from Chipscreen Biosciences Ltd. (Shenzhen, China). RPMI 1640 medium, fetal bovine serum, and dimethyl sulfoxide (DMSO) were all purchased from Gibco Company (USA). All antibodies for Western blotting were purchased from Cell Signaling Technology (Danvers, MA, USA), except for TYK2 and p-STAT1, which were from Abcam (Cambridge, UK). T-ALL cell lines, including Jurkat and MOLT-4, were obtained from ATCC (Manassas, VA, USA). Primary T-ALL patient cells were isolated from bone marrow. Bone marrow samples were first diluted with an equal volume of PBS solution. The diluted mixture was spread over lymphocyte separation fluid (Lymphoprep 07801, Stemcell, USA) in a centrifuge tube and centrifuged at 2800 rpm for 25 minutes at 25 &#xb0;C. Then, the mononuclear cells between the plasma layer and separation fluid were collected. Jurkat, MOLT-4, and primary cells were maintained in RPMI 1640 supplemented with 10% fetal bovine serum, 100 &#x3bc;g/mL penicillin, and 10 &#x3bc;g/mL streptomycin at 37 &#xb0;C in a humidified atmosphere containing 5% CO<sub>2</sub>.</p>
</sec>
<sec id="s2_3">
<title>Cell proliferation assays</title>
<p>Jurkat and MOLT-4 cells (3&#xd7;10<sup>4</sup> cells) were seeded in 96-well plates (each well contained 100 &#x3bc;L of cell suspension). Cells were incubated with different concentrations of chidamide for 24, 48, or 72 h. Each concentration was tested in 4 biological replicates (independent cell seeding and culture batches), with 3 technical replicates per well. Then, 10 &#x3bc;L of CCK-8 reagent (Dojindo Laboratories, Kumamoto, Japan) was added to each well and incubated for an additional 2&#x2013;3 h. The OD values of each well were measured by a microplate reader at 450 nm, and data are presented as mean &#xb1; SD of biological replicates.</p>
</sec>
<sec id="s2_4">
<title>Cell cycle analysis</title>
<p>The chidamide-treated cells were washed twice with cold PBS and fixed with cold 70% ethanol overnight. After fixation, the cells were washed with cold PBS and stained in PBS supplemented with 100 &#xb5;g/mL RNase A and 100 &#xb5;g/mL PI (Sigma) for 15 min. Experiments included 3 biological replicates (independent cell cultures) per treatment group, with 3 technical replicates per sample. Samples were processed on a flow cytometer with a 488-nm laser and then analyzed with a MoFlo MLS sorter (Dako, Fort Collins, CO), and cell cycle distribution data are presented as mean &#xb1; SD of biological replicates.</p>
</sec>
<sec id="s2_5">
<title>Cell apoptosis assay</title>
<p>Cells were collected after being treated with chidamide for the indicated time. They were washed with ice-cold PBS and incubated in 200 &#x3bc;L of binding buffer containing 10 &#x3bc;L of PI and 5 &#x3bc;L annexin-V-FITC (Sigma) for 15 min at room temperature in the dark. Experiments were performed with 3 biological replicates (independent cell cultures), and each sample was run in 3 technical replicates. Then, the stained cells were analyzed on a flow cytometer, and data (mean &#xb1; SD of annexin V-positive cells) were analyzed by FlowJo version 10.</p>
</sec>
<sec id="s2_6">
<title>HDAC activity analysis</title>
<p>Jurkat and MOLT-4 cells were incubated with DMSO or chidamide (1 &#x3bc;mol/L) at 37 &#xb0;C for 48 h and then were collected. HDAC activity was measured by a Colorimetric HDAC Activity Assay kit (BioVision, San Francisco, USA) with 3 biological replicates (independent cell treatments). Each reaction (100-&#x3bc;L system: 50 &#x3bc;g protein, 10 &#x3bc;L assay buffer, 5 &#x3bc;L colorimetric substrate) was run in 3 technical replicates. The reaction mixture was incubated at 37 &#xb0;C for 1 h and then was stopped by adding 10 &#x3bc;L of lysine developer. The reaction system was then incubated at 37 &#xb0;C for another 30 min. HDAC activity was measured on a microplate reader (SpectramMax M5) at 405 nm, and data are presented as mean &#xb1; SD of biological replicates.</p>
</sec>
<sec id="s2_7">
<title>RNA sequencing and analysis</title>
<p>Chidamide-treated (1 &#x3bc;mol/L for 48 h) and DMSO-treated Jurkat and MOLT-4 cells were collected from 3 biological replicates (independent treatments) per cell line and washed twice with ice-cold PBS. Total RNA was extracted using TRIzol reagent (Invitrogen, USA) following the manufacturer&#x2019;s instructions. RNA sequencing was performed on a Genome Analyzer IIx (Illumina, San Diego, CA, USA). Expression levels were calculated with the RPKM method. Differential gene expression was analyzed across biological replicates, with padj &lt; 0.05 considered statistically significant. The distribution of gene expression was analyzed.</p>
</sec>
<sec id="s2_8">
<title>Real-time PCR</title>
<p>Total cellular RNA was extracted with TRIzol according to the manufacturer&#x2019;s instructions. cDNA was synthesized using a PrimeScript&#x2122; RT reagent kit (Takara). Real-time PCR (RT-PCR) assays were performed using a KAPA SYBR FAST q-PCR Master Mix (2x) kit. Primers for target genes are listed in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S2</bold></xref>. For cell lines, 3 biological replicates (independent treatments) were analyzed; for primary samples, 29 T-ALL patients and 5 healthy controls served as biological replicates. Each sample was analyzed in 3 technical replicates, and relative quantification of target genes was performed using 2<sup>-&#x394;&#x394;Ct</sup>. Each sample was analyzed in triplicate. Data are presented as mean &#xb1; SD of biological replicates.</p>
</sec>
<sec id="s2_9">
<title>Plasmids and transfection</title>
<p><italic>HDAC3</italic> and <italic>TYK2</italic> plasmids and their shRNA constructs were cloned into the lentiviral vector pLKO.1-puro. <italic>HDAC3</italic> and <italic>TYK2</italic> plasmids and their corresponding control plasmid were purchased from Genechem. The <italic>HDAC3</italic> shRNA plasmid (sc-35,538-SH) and <italic>TYK2</italic> shRNA plasmid (sc-27,545-SH) were from Santa Cruz. Jurkat and MOLT4 cells were transfected with lentivirus-containing medium according to the manufacturer&#x2019;s protocol. Then, cells were selected using antibiotics. They were then expanded and subjected to RT-PCR and Western blot.</p>
</sec>
<sec id="s2_10">
<title>Western blot and co-immunoprecipitation analysis</title>
<p>After cells were collected and washed twice with ice-cold PBS, they were lysed in RIPA buffer that contained phosphatase inhibitors and protease inhibitors. Protein lysates were prepared from 3 biological replicates (independent cell cultures or patient samples). Equal amounts of proteins were separated by SDS-polyacrylamide gel electrophoresis (SDS-PAGE) and transferred onto polyvinylidene difluoride (PVDF) membranes (Millipore). The PVDF membranes were blocked with 5% non-fat dry milk for 1 h at room temperature and then were incubated overnight at 4 &#xb0;C with primary antibodies. Each membrane was incubated with a secondary antibody according to the manufacturer&#x2019;s instructions. Then, target proteins were detected with enhanced chemiluminescence kits (Millipore, Billerica, MA, USA). Blots were repeated twice to confirm reproducibility, and representative images are shown. For co-immunoprecipitation, about 0.5&#x2013;1 mg of protein lysate from 3 biological replicates was immunoprecipitated by TYK2 and HDAC3 antibodies using co-immunoprecipitation reagents (ThermoFisher, #88804) (reciprocal IP strategy). The immune complex was subjected to immunoblotting with antibodies against HDAC3, TYK2, and p-TYK2.</p>
</sec>
<sec id="s2_11">
<title><italic>In vivo</italic> study</title>
<p>Xenograft experiments were established in NOD/SCID immunodeficient mice as previously described (<xref ref-type="bibr" rid="B29">29</xref>). Athymic mice were maintained in laminar flow air conditioning cabinets and fed with a standard diet of laboratory rodent food and water under specific pathogen-free conditions. Jurkat cells (1&#xd7;10<sup>7</sup> cells in 200 &#x3bc;L of PBS) were injected subcutaneously into the lateral flanks of mice. Tumor volumes and weights were measured every other day by 2 independent observers (technical replicates). When tumors approached 50 mm&#xb3;, mice were randomly assigned to 4 groups (n=6 mice per group, biological replicates): control (PBS + normal saline), chidamide (5 mg/kg, intragastrically, 3 times/week for 2 weeks), deucravacitinib (a highly selective inhibitor of tyrosine kinase 2, MedChemExpress, China, BMS-986165) (30 mg/kg, intragastrically, twice daily for 2 weeks), or combination therapy. The mice were sacrificed on the 21st day after inoculation via intraperitoneal injection of pentobarbital sodium at a dose of 100 mg/kg (injection volume: 0.1 mL/10g body weight), which induces rapid and painless euthanasia. Tumors were measured and collected for further analysis. All protocols were approved by the Experimental Animal Ethics Committee of the Chinese PLA General Hospital. All animal experiments were performed in accordance with the international and institutional rules of the Institutional Animal Care and Use Committee (IACUC). Data are presented as mean &#xb1; SD of tumor volume/weight per group.</p>
</sec>
<sec id="s2_12">
<title>Statistical analysis</title>
<p>Data were expressed as mean &#xb1; standard deviation (SD). Patient survival analysis was calculated using the Kaplan-Meier method with the log-rank (Mantel Cox) test. Statistical analysis was performed using SPSS 25.0 software and GraphPad Prism 9.0. The Mann&#x2013;Whitney test or Student&#x2019;s <italic>t</italic> test was used to perform comparisons when necessary. Differences were considered statistically significant when a two-tailed P-value was &lt; 0.05.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Combination of chidamide with chemotherapy treatment for patients with relapsed/refractory T-ALL</title>
<p>To evaluate the clinical efficacy of the combination therapy of chidamide and chemotherapy, 28 patients with R/R T-ALL received salvage chemotherapy and chidamide between May 2016 and June 2019 at the Chinese PLA General Hospital. The clinical characteristics of these patients are shown in <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>. Nineteen patients were male and nine were female. The median age of these patients was 26 (range, 13&#x2013;63) years. Six patients were diagnosed with T-LBL, and the remaining 16 patients were diagnosed with T-ALL. Ten patients met the criteria of the ETP immunophenotype. Before salvage treatment, 12 (43%) patients had relapsed, and 16 (57%) patients had refractory disease. The previous treatments of these 28 patients are listed in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S2</bold></xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Characteristics of 28 patients with refractory/relapsed T-ALL.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Characteristics</th>
<th valign="middle" align="center">N (%)</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" colspan="2" align="left">Sex</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Male</td>
<td valign="middle" align="center">19 (67.9)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Female</td>
<td valign="middle" align="center">9 (32.1)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Age</td>
<td valign="middle" align="center">26 (13&#x2013;63)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">Diagnosis (WHO)</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;T-ALL</td>
<td valign="middle" align="center">22 (78.6)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;T-LBL</td>
<td valign="middle" align="center">6 (21.4)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;ETP-ALL/LBL</td>
<td valign="middle" align="center">10 (35.7)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">Relapsed/refractory</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Relapsed</td>
<td valign="middle" align="center">12 (42.9)</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Refractory</td>
<td valign="middle" align="center">16 (57.1)</td>
</tr>
<tr>
<td valign="middle" align="left">WBC, &#xd7;10<sup>9</sup>/L, median (range)</td>
<td valign="middle" align="center">5.81 (1.09&#x2013;486.98)</td>
</tr>
<tr>
<td valign="middle" align="left">Hb, g/L, median (range)</td>
<td valign="middle" align="center">110 (46&#x2013;162)</td>
</tr>
<tr>
<td valign="middle" align="left">Platelets, &#xd7;10<sup>9</sup>/L, median (range)</td>
<td valign="middle" align="center">186.5 (10&#x2013;385)</td>
</tr>
<tr>
<td valign="middle" align="left">BM blasts, %, median (range)</td>
<td valign="middle" align="center">66.7 (1.2&#x2013;96.0)</td>
</tr>
<tr>
<td valign="middle" align="left">Lactate dehydrogenase, median (range/U)</td>
<td valign="middle" align="center">231.5 (95.3&#x2013;3229)</td>
</tr>
<tr>
<td valign="middle" align="left">Mediastinal disease</td>
<td valign="middle" align="center">21 (75.0)</td>
</tr>
<tr>
<td valign="middle" align="left">CNS involvement</td>
<td valign="middle" align="center">8 (28.6)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">Karyotype</th>
</tr>
<tr>
<td valign="middle" align="left">Normal</td>
<td valign="middle" align="center">17 (60.7)</td>
</tr>
<tr>
<td valign="middle" align="left">Complex</td>
<td valign="middle" align="center">3 (10.7)</td>
</tr>
<tr>
<td valign="middle" align="left">Other karyotype</td>
<td valign="middle" align="center">6 (21.4)</td>
</tr>
<tr>
<td valign="middle" align="left">NA</td>
<td valign="middle" align="center">2 (7.2)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>T-ALL, T-cell acute lymphoblastic leukemia; WHO, World Health Organization; T-LBL, T-cell lymphoblastic lymphoma; ETP, early T-cell precursor lymphoblastic leukemia; WBC, white blood cell; Hb, hemoglobin; BM, bone marrow; CNS, central nervous system; NA, not applicable.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>During the study period, 28 patients received at least one course of salvage therapy. The salvage reinduction regimen of each patient and their response are shown in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S3</bold></xref>. Sixteen patients achieved CR and three patients achieved PR. The overall response and CR rate were 68% and 57%, respectively. The CR rate for patients with ETP-ALL was 70% (7/10). Twenty-one patients underwent allogeneic hematopoietic stem cell transplantation (allo-HSCT). Sixteen patients were in CR before allo-HSCT. Five patients with progressive disease received allo-HSCT as salvage therapy. Median follow-up for survivors was 56.5 (32&#x2013;70) months. The OS rates at 1 and 3 years were 56.3% and 37.5%, respectively (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1A</bold></xref>). The progression-free survival rates at 1 and 3 years were 42% and 27%, respectively (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1B</bold></xref>). The occurrence of adverse events is listed in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S4</bold></xref>. All patients developed Grade III/IV bone marrow suppression. Febrile neutropenia was the most frequent event, which occurred in 14 cases (50%). Severe septic shock occurred in two cases. Other adverse events (more than one case) included grade I drug-induced liver injury (five cases), oral mucositis (five cases), diarrhea (three cases), hypofibrinogen (three cases), and pneumonitis (three cases).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Kaplan-Meier estimates of survival rates of patients with refractory/relapsed T-ALL following combination therapy of chidamide and a chemotherapy regimen. <bold>(A)</bold> OS. <bold>(B)</bold> Progression-free survival. T-ALL, T-cell acute lymphoblastic leukemia; OS, overall survival.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1752727-g001.tif">
<alt-text content-type="machine-generated">Graph A shows overall survival over 80 months following salvage therapy, with a sharp initial decline. Graph B displays progression-free survival over the same period, also with an initial decline. Both graphs indicate numbers at risk below the x-axes.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_2">
<title>Chidamide significantly inhibited the proliferation of T-ALL cells and induced apoptosis and cell cycle arrest <italic>in vitro</italic></title>
<p>The CR rates of salvage chemotherapy in R/R T-ALL range from 30% to 50% (<xref ref-type="bibr" rid="B30">30</xref>). Therefore, improving the CR rate is an extremely critical step for this group of patients. The findings in this study, in which the CR rate was as high as 57% with the combined regimen, prompted us to investigate the underlying mechanism of chidamide-based therapy in T-ALL. The cell viability of both cell lines was significantly inhibited by chidamide in a dose- and time-dependent manner (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2A</bold></xref>). Then, we determined whether chidamide induced apoptosis in T-ALL cells. Compared with control cells, the percentage of apoptotic cells increased when the concentration of chidamide increased (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2B</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figures S1A, B</bold></xref>). Furthermore, we tested whether chidamide induced cell cycle arrest in T-ALL cells. Consistent with a previous study (<xref ref-type="bibr" rid="B31">31</xref>), chidamide treatment increased the percentage of cells in the G0/G1 phase while decreasing the percentage of cells in the S phase (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2C</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S1C</bold></xref>). The effect of chidamide on apoptosis and the cell cycle was also concentration- and time-dependent. Taken together, these data indicated that chidamide significantly inhibited the proliferation of T-ALL cells <italic>in vitro</italic>.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Chidamide significantly inhibited the growth of T-ALL cells via HDAC3. Jurkat and MOLT-4 cells were cultured with different concentrations of chidamide for 24, 48, and 72 h. <bold>(A)</bold> CCK-8 assays were used to assess cell viability with different concentrations of chidamide (Black, 0.3&#x3bc;M; Blue, 1&#x3bc;M; Red, 3&#x3bc;M). Cell viability was determined in four independent experiments, with each bar representing the mean &#xb1; SD. <bold>(B)</bold> Apoptosis was measured by flow cytometric analysis. Values are mean &#xb1; SD of the percentages of annexin V-positive cells in triplicate experiments. <bold>(C)</bold> Proportion of G0/G1 phase and S phase cells in response to incubation with chidamide for 24 h was measured with flow cytometry. <bold>(D)</bold> HDAC activity in chidamide-treated cells was significantly reduced compared to that in untreated cells in both cell lines. HDAC activity in control and chidamide-treated cells was measured by absorbance at 450 nm. <bold>(E)</bold> Western blot of HDAC3 in Jurkat, MOLT-4, and primary T-ALL cells treated with chidamide for 24 h. <bold>(F)</bold> Both Jurkat and MOLT-4 cells were transfected with overexpressing <italic>HDAC3</italic> plasmids or control plasmids and verified through Western blotting (annotate as OE-HDAC3). The transfected cells were treated with 1 &#x3bc;M chidamide for 24 h. Overexpression of HDAC3 in response to chidamide is shown in <bold>(G, H)</bold>. <bold>(G)</bold> Cell proliferation was assessed through CCK-8 assays. <bold>(H)</bold> Evaluation of apoptosis by flow cytometry. Transfection with <italic>HDAC3</italic> shRNA was performed in Molt4 cells and verified through Western blotting <bold>(I)</bold>. The proliferation of the transfected cells was assessed <bold>(J, K)</bold>. <bold>(J)</bold> CCK-8 assays were used to assess cell viability. <bold>(K)</bold> Apoptosis was measured by flow cytometric analysis. Data represent three independent experiments. Results are shown as mean &#xb1; SD (*P &lt; 0.05, **P &lt; 0.01, ***P &lt; 0.001, NS: P &gt; 0.05).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1752727-g002.tif">
<alt-text content-type="machine-generated">Graphs and charts depict the effects of Chidamide on Jurkat and Molt4 cells. Panels A-C show decreased cell viability, increased apoptosis, and cell cycle changes with increasing Chidamide concentrations over time. Panel D indicates reduced HDAC activity with Chidamide. Panel E shows Western blot results for HDAC expression across different cell lines and concentrations. Panels F-K demonstrate the impact of HDAC3 manipulation on cell viability and apoptosis, with overexpression and silencing experiments highlighting HDAC3's role. Statistical significance is indicated with asterisks.</alt-text>
</graphic></fig>
<p>Given that the pleiotropic effects of chidamide and its relevant molecular mechanism remained to be clarified, the global HDAC activity in both cell lines was evaluated. Upon treatment with chidamide, the total cellular deacetylase activity was significantly inhibited (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2D</bold></xref>). This was consistent with a previous study on T-ALL (<xref ref-type="bibr" rid="B27">27</xref>). The antitumor effect of HDACIs was initially considered to be dependent on their effect on histone acetylation. However, increasing evidence indicated that the biological effects of HDACIs are various (<xref ref-type="bibr" rid="B32">32</xref>). Changes in expression levels of HDACs may also be necessary for the biological effects of HDACIs (<xref ref-type="bibr" rid="B32">32</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>). Therefore, we also checked the expression level of HDAC1, HDAC2, HDAC3, and HDAC10 upon treatment with chidamide (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2E</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S2A</bold></xref>). The expression of HDAC3, but not HDAC1, HDAC2, or HDAC10, was dramatically downregulated after treatment with chidamide in both primary T-ALL specimens and cell lines. These findings suggested that the inhibitory effect of chidamide on T-ALL cells may be dependent on HDAC3.</p>
</sec>
<sec id="s3_3">
<title>The inhibitory effect of chidamide on T-ALL cells was dependent on HDAC3</title>
<p>To determine whether chidamide-induced cell arrest of T-ALL cells was dependent on HDAC3, we first evaluated the effect of HDAC3 silencing on the viability of T-ALL cells. Next, we explored whether HDAC3 overexpression rescued the inhibitory effect of chidamide on T-ALL cells. First, HDAC3 was overexpressed in both cell lines (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2F</bold></xref>, annotated as OE-HDAC3). Overexpression of HDAC3 was found to rescue the decreased cell viability (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2G</bold></xref>), decrease the percentage of apoptotic cells (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2H</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figures S2B, C</bold></xref>), and cause cell cycle arrest (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figures S2D&#x2013;F</bold></xref>) induced by chidamide. Then, the expression of HDAC3 was knocked down in MOLT-4 cells (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2I</bold></xref>). The cell proliferation was significantly suppressed in <italic>HDAC3</italic> knockdown cells (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2J</bold></xref>). The percentage of apoptotic cells in the HDAC3 knockdown cells was higher than that in control cells (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2K</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S2G</bold></xref>). Moreover, HDAC3 silencing was found to reduce the proportion of cells in the S phase and induced cell cycle arrest in the G0/G1 phase (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figures S2H&#x2013;J</bold></xref>). Altogether, these data suggested that the inhibitory effect of chidamide on T-ALL cells was at least partially dependent on HDAC3.</p>
</sec>
<sec id="s3_4">
<title>The TYK2-STAT1-BCL2 signaling pathway was inhibited by chidamide</title>
<p>To further explore the underlying mechanism of the inhibitory effect of chidamide on T-ALL cells, we performed RNA sequencing (RNA-seq) on chidamide-treated Jurkat and MOLT-4 cells. The heatmap of differential gene expression levels across chidamide treatment group was shown in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S3A</bold></xref>. Compared with untreated Jurkat cells, 2331 upregulated genes and 935 downregulated genes were identified in chidamide-treated Jurkat cells. There were 2478 upregulated genes and 806 downregulated genes in chidamide-treated MOLT-4 cells compared to untreated cells (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3A</bold></xref>). And then, further Gene Ontology (GO) was performed. Differentially expressed genes are significantly enriched in signaling pathways of leukocyte migration/immune chemotaxis, cytokine receptor activity, and chemokine receptor activity (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S3B</bold></xref>). While performing Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses, multiple signaling pathways&#x2014;including the JAK-STAT signaling pathway&#x2014;were significantly inhibited following chidamide treatment (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3B</bold></xref>). Within the JAK-STAT signaling pathway, the expression of <italic>TYK2</italic>, <italic>STAT1</italic>, and <italic>BCL2</italic> was significantly different (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3C</bold></xref>). <italic>HDAC3</italic>, but not <italic>HDAC1</italic>, <italic>HDAC2</italic>, or <italic>HDAC10</italic>, was also found to be one of the most differentially expressed genes in both cell lines upon treatment with chidamide (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3C</bold></xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Differential gene and protein expression of T-ALL cells upon chidamide treatment. Total RNA isolated from T-ALL cell lines treated with DMSO or chidamide was subjected to RNA sequencing. <bold>(A)</bold> Volcano plot of differentially expressed genes defined using analysis of variance. <bold>(B)</bold> KEGG pathway analysis of differentially expressed genes. <bold>(C)</bold> Heat map of genes upon treatment with chidamide by analyzing the transcriptome. Differential gene expression was measured by RT-PCR <bold>(D)</bold> and Western blot <bold>(E)</bold> in both T-ALL cell lines and primary samples. <bold>(F)</bold> The mRNA expression levels of <italic>TYK2</italic>, <italic>STAT1</italic>, <italic>BCL2</italic>, and <italic>HDAC3</italic> of mononuclear samples from 29 patients with primary T-ALL and five heathy men were measured by RT-PCR. Data represent three independent experiments, and the results are shown as mean &#xb1; SD (*P &lt; 0.05, **P &lt; 0.01, ***P &lt; 0.001).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1752727-g003.tif">
<alt-text content-type="machine-generated">Image showing multiple panels with scientific data on gene expression and drug effects.   Panel A: Two volcano plots comparing drug vs. DMSO for Jurkat and Molt4 cells, highlighting differentially expressed genes: upregulated in red and downregulated in green.  Panel B: Bar graph indicating enriched pathways affected by the drug compared to DMSO, with hematopoietic cell lineage and other pathways annotated.  Panel C: Heatmap displaying expression levels of various genes like HDACs, JAKs, and STATs under different conditions.  Panel D: Bar charts illustrating relative expression of TYK2, STAT1, and BCL-2 in Jurkat, MOLT-4, and patient cells under control and varying Chidamide concentrations.  Panel E: Western blot images for proteins like JAK1, TYK2, and STAT1 across different conditions.  Panel F: Box plots comparing gene expression between healthy controls and T-ALL patients for genes like TYK2 and HDAC3.</alt-text>
</graphic></fig>
<p>To verify these results, we reviewed the differential expression of genes within the JAK-STAT signaling pathway in both cell lines and primary T-ALL samples. The mRNA and protein levels of TYK2, but not of JAK1-3, were both significantly inhibited upon chidamide treatment (<xref ref-type="fig" rid="f3"><bold>Figures&#xa0;3D, E</bold></xref>). The expression of STAT1, phosphorylated STAT1, and BCL2 was also clearly inhibited (<xref ref-type="fig" rid="f3"><bold>Figures&#xa0;3D, E</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S3C</bold></xref>). These data were in accordance with the RNA-seq results. HDAC has been reported to affect the growth of tumor cells by regulating the transcription of many oncogenes or tumor suppressor genes (<xref ref-type="bibr" rid="B35">35</xref>). More importantly, the alteration of HDAC expression can protect tumor cells from genotoxic drugs (<xref ref-type="bibr" rid="B36">36</xref>). The expression of <italic>HDAC1</italic>, <italic>HDAC2</italic>, <italic>HDAC3</italic>, and <italic>HDAC10</italic> genes upon chidamide treatment was examined (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2E</bold></xref>). The protein level of HDAC3 was found to be significantly inhibited by chidamide. Given that the TYK2-STAT1-BCL2 signaling pathway has been reported to be constitutively activated in T-ALL cells (<xref ref-type="bibr" rid="B37">37</xref>), we also examined the expression level of the TYK2-STAT1-BCL2 signaling pathway in primary T-ALL cells. Compared with healthy controls, the mRNA level of <italic>TYK2</italic> and <italic>STAT1</italic> was also found to be upregulated (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3F</bold></xref>). The expression level of <italic>HDAC3</italic> was found to be higher in primary T-ALL cells (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3F</bold></xref>). To further address the limitation of sample size, we analyzed an independent public transcriptomic dataset (GSE7186). Consistent expression patterns of TYK2-STAT1-BCL2 axis-related genes were observed in T-ALL samples (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S3D</bold></xref>). All these results suggested that the TYK2-STAT1-BCL2 signaling pathway and HDAC3 were activated in T-ALL cells and that they could be inhibited by chidamide.</p>
</sec>
<sec id="s3_5">
<title>Chidamide potently inhibits the growth of T-ALL cells via the TYK2-STAT1-BCL2 signaling pathway</title>
<p>First, we examined whether the growth of T-ALL cells was dependent on the TYK2-STAT1-BCL2 signaling pathway. <italic>TYK2</italic> was knocked down in Jurkat and MOLT-4 cells. The cell proliferation of both cell lines was significantly suppressed in <italic>TYK2</italic> knockdown cells (<xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4A</bold></xref>). The percentage of apoptotic cells in <italic>TYK2</italic> knockdown cells was higher than that in the control cells (<xref ref-type="fig" rid="f4"><bold>Figures&#xa0;4B, C</bold></xref>). Moreover, <italic>TYK2</italic> silencing was found to reduce the proportion of cells in the S phase and induced cell cycle arrest in the G0/G1 phase (<xref ref-type="fig" rid="f4"><bold>Figures&#xa0;4D, E</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S4A</bold></xref>). We also examined the influence of <italic>TYK2</italic> knockdown on its downstream signaling pathway. The expression of STAT1, phosphorylated STAT1, and BCL2 was significantly inhibited in <italic>TYK2</italic> knockdown cells (<xref ref-type="fig" rid="f4"><bold>Figures&#xa0;4F&#x2013;I</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figures S4B&#x2013;E</bold></xref>). Taken together, our results consistently demonstrated that the survival of T-ALL cells was dependent on the TYK2-STAT1-BCL2 signaling pathway (<xref ref-type="bibr" rid="B37">37</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>TYK2 silencing reduced the growth of T-ALL cells and suppressed the TYK2-STAT1-BCL2 signaling pathway. Transfection with TYK2 shRNA was performed in Jurkat and Molt4 cells. <bold>(A)</bold> Cell viability after transfection was assessed by CCK-8 assays. <bold>(B)</bold> Apoptosis results of flow cytometric analysis are mean &#xb1; SD percentages from triplicate experiments. <bold>(C)</bold> Representative results of apoptosis by flow cytometry. <bold>(D, E)</bold> The proportion of G0/G1 phase and S phase cells after TYK2 knockdown was measured with flow cytometry. <bold>(F&#x2013;I)</bold> The expression of TYK2, STAT1, and BCL2 after transfection with TYK2 shRNA was measured by RT-PCR and Western blot. Data represent three independent experiments, and the results are shown as mean &#xb1; SD (*P &lt; 0.05, **P &lt; 0.01, ***P &lt; 0.001).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1752727-g004.tif">
<alt-text content-type="machine-generated">Bar charts and flow cytometry data illustrate the effects of TYK2 shRNA on Jurkat and Molt-4 cells. Sections A and B show changes in cell viability and apoptosis. Section C displays flow cytometry scatter plots, indicating cell populations under different treatments. Sections D through G highlight alterations in cell cycle phases and protein expressions, with bar charts showing significant differences. Section H presents BCL-2 relative expression. Section I contains Western blot images for TYK2, STAT1, pSTAT1, BCL2, and GAPDH across different treatments.</alt-text>
</graphic></fig>
<p>Next, we explored whether chidamide-induced cell arrest of T-ALL cells was dependent on TYK2. As expected, overexpression of TYK2 (annotated as OE-TYK2) was found to rescue the decreased cell viability (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5A</bold></xref>), decrease the percentage of apoptotic cells (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5B, C</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S5A</bold></xref>), and alleviate cell cycle arrest (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5D&#x2013;F</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S5B</bold></xref>) induced by chidamide. The expression of STAT1, phosphorylated-STAT1, and BCL2 was found to be upregulated in cells with TYK2 overexpression (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5G&#x2013;J</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figures S5C&#x2013;E</bold></xref>). Altogether, our data supported that the inhibitory effect of chidamide on T-ALL cells was at least partially in a TYK2-dependent manner.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Overexpression of TKY2 rescued the inhibitory effect of chidamide via the TYK2-STAT1-BCL2 signaling pathway. Jurkat and MOLT-4 cells were transfected with plasmids overexpressing TYK2 (annotate as OE-TYK2) or control plasmids. Transfected cells were treated with 1 &#x3bc;M chidamide for 24 h. <bold>(A)</bold> Cell viability was assessed by CCK-8 assays. <bold>(B)</bold> Apoptosis results of flow cytometric analysis are mean &#xb1; SD percentages of triplicate experiments. <bold>(C)</bold> Representative results of apoptosis by flow cytometry. <bold>(D&#x2013;F)</bold> The proportion of G0/G1 phase and S phase cells after TYK2 overexpression. <bold>(G&#x2013;J)</bold> The expression of TYK2, STAT1, and BCL2 after transfection was measured by RT-PCR and Western blot (*P &lt; 0.05, **P &lt; 0.01, ***P &lt; 0.001).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1752727-g005.tif">
<alt-text content-type="machine-generated">Bar graphs and flow cytometry plots compare control and OE-TYK2 groups in Jurkat and Molt-4 cells. Panels A to E show cell viability, apoptosis, and cell cycle phases with significant differences marked. Panels G to I illustrate increased expression of TYK2, STAT1, and BCL2 in OE-TYK2. Panel J shows Western blots for TYK2, STAT1, p-STAT1, BCL2, and GAPDH for Jurkat and Molt-4 cells.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_6">
<title>HDAC3 associates with TYK2 and promotes activation of the TYK2&#x2013;STAT1&#x2013;BCL2 signaling pathway</title>
<p>Given that chidamide inhibited the growth of T-ALL cells and that overexpression of HDAC3 or TYK2 at least partially rescued the inhibitory effect of chidamide, we sought to explore the impact of HDAC3 expression on the TYK2-STAT1-BCL2 signaling pathway and the interaction between HDAC3 and TYK2. We found that <italic>HDAC3</italic> silencing decreased the expression of TYK2, STAT1, phosphorylated STAT1, and BCL2 (<xref ref-type="fig" rid="f6"><bold>Figures&#xa0;6A&#x2013;D</bold></xref>). Similarly, overexpression of HDAC3 led to the upregulation and activation of the TYK2-STAT1-BCL2 signaling pathway (<xref ref-type="fig" rid="f6"><bold>Figures&#xa0;6E&#x2013;H</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figures S6A&#x2013;D</bold></xref>). To further explore the relationship between HDAC3 and TYK2, we examined whether HDAC3 is associated with TYK2 in T-ALL cells. Co-immunoprecipitation assays revealed an association between endogenous HDAC3 and TYK2 in Jurkat cells (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6I</bold></xref>), which was further confirmed in MOLT-4 cells (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S6E</bold></xref>). To corroborate this finding in an orthogonal system, co-immunoprecipitation was also performed in HEK293T cells co-expressing HDAC3 and TYK2, again supporting their association (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6J</bold></xref>). Notably, increased HDAC3 abundance correlated with reduced acetylation of TYK2 and enhanced TYK2 phosphorylation, suggesting that HDAC3 is linked to modulation of TYK2 post-translational status. Consistent with this association, perturbation of HDAC3 expression altered downstream TYK2-STAT1-BCL2 signaling activity in T-ALL cells. Taken together, these results suggested that HDAC3 is associated with TYK2 and contributes to activation of the TYK2-STAT1-BCL2 signaling pathway.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>The inhibitory effect of chidamide on T-ALL cells was dependent on the HDAC3-TYK2-STAT1-BCL2 signaling pathway. <bold>(A&#x2013;D)</bold> Jurkat and MOLT-4 cells were transfected with HDAC3 shRNA. The expression of TYK2 <bold>(A)</bold>, STAT1 <bold>(B)</bold>, and BCL2 <bold>(C)</bold> after transfection was measured by RT-PCR. <bold>(D)</bold> The expression of TYK2, STAT1, p-STAT1, and BCL2 after transfection with HDAC3 shRNA was measured by Western blot. <bold>(E&#x2013;H)</bold> Molt-4 cells were transfected with overexpressing HDAC3 (annotate as OE-HDAC3) plasmids or control plasmids. The mRNA expression of TYK2 <bold>(E)</bold>, STAT1 <bold>(F)</bold>, and BCL2 <bold>(G)</bold> after transfection was measured by RT-PCR. <bold>(H)</bold> The expression of TYK2, STAT1, p-STAT1, and BCL2 after transfection was evaluated by Western blot. <bold>(I)</bold> Co-immunoprecipitation of TYK2 and HDAC3 was performed using Jurkat and Molt-4 cells. <bold>(J)</bold> Co-immunoprecipitation of TYK2 and HDAC3 was performed in 293 T cells. Data represent three independent experiments, and the results are shown as mean &#xb1; SD (**P &lt; 0.01, ***P &lt; 0.001).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1752727-g006.tif">
<alt-text content-type="machine-generated">Graphs and Western blots show effects of HDAC3 modulation on TYK2, STAT1, and BCL-2 expression in Jurkat and Molt-4 cells. Panels A-C display reduced expression with HDAC3 shRNA. Panels E-G reveal increased expression with HDAC3 overexpression in Molt-4 cells. Panels D and H show protein blot analysis for various proteins, highlighting changes in expression and phosphorylation status. Panel I depicts immunoprecipitation results for TYK2 and HDAC3. Panel J presents immunoprecipitation data in 293T cells, indicating effects of HDAC3 and TYK2 interactions. Statistical significance is indicated by asterisks.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_7">
<title>Chidamide and a TYK2 inhibitor synergistically inhibited the growth of T-ALL cells both <italic>in vitro</italic> and <italic>in vivo</italic></title>
<p>To further validate whether there was a synergistic inhibitory effect between chidamide and TYK2 inhibition in T-ALL cells, deucravacitinib, a highly selective inhibitor of TYK2, was used. The proliferation of T-ALL cells was profoundly inhibited by the combination treatment of chidamide and deucravacitinib (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7A</bold></xref>). Using the Chou-Talalay method, we found that 0.3 &#x3bc;M chidamide and 4 &#x3bc;M Deucravacitinib inhibited cell growth by more than 50% in Jurkat cells (Combination Index 0.6). Compared with a single reagent, the percentage of apoptotic cells was significantly higher in the cells treated with the combination treatment of chidamide and deucravacitinib (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7B</bold></xref> and <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S7A</bold></xref>). Then, a xenograft mouse model was established in NOD/SCID mice by subcutaneously inoculating the mice with wild-type Jurkat cells (total = 24) (<xref ref-type="fig" rid="f7"><bold>Figures&#xa0;7C&#x2013;G</bold></xref>). The mice were randomized into four groups (n=6). They were treated with chidamide, deucravacitinib, chidamide with deucravacitinib, or a PBS control. The volume and weight of the tumors in the combination group were less than those of tumors in the other groups (<xref ref-type="fig" rid="f7"><bold>Figures&#xa0;7C&#x2013;F</bold></xref>). Moreover, the expression of phosphorylated STAT1, BCL2, and Ki-67 in the combination group was lower than that in the other groups (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7G</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S7B, C</bold></xref>). These results indicated that chidamide and a TYK2 inhibitor synergistically inhibited the growth of T-ALL cells.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Chidamide and a TYK2 inhibitor synergistically inhibited the growth of T-ALL cells both <italic>in vitro</italic> and <italic>in vivo</italic>. Jurkat and Molt-4 cells were incubated with 1 &#x3bc;M chidamide or 4 &#x3bc;M deucravacitinib as a monotherapy or with the combination of chidamide and deucravacitinib for 36 h. <bold>(A)</bold> CCK-8 assays were used to assess cell proliferation. <bold>(B)</bold> Flow cytometry was used to analyze cell apoptosis. Jurkat cells (1 &#xd7; 10<sup>7</sup> cells) were implanted into NOD/SCID mice. The mice were randomly divided into four groups (six mice in each group). The mice in the chidamide-treated group were intragastrically administered with chidamide three times a week for 2 weeks. The mice in the deucravacitinib-treated group were intragastrically administered deucravacitinib twice daily for 2 weeks. The mice in the control group were treated with both PBS and normal saline as a control. <bold>(C)</bold> The volume of each tumor was measured every 3 days. The tumor volume was calculated using the formula: V = 0.5 &#xd7; length &#xd7; width2. <bold>(D)</bold> A visual analysis of tumors harvested from mice. <bold>(E, F)</bold> The measurement of xenograft tumor volume and weight. <bold>(G)</bold> Representative expression of p-STAT1, BCL2 in tumor sections by immunohistochemistry. Data represent three independent experiments and are expressed as mean values &#xb1; SD (*P &lt; 0.05, **P &lt; 0.01, ***P &lt; 0.001, NS: P &gt; 0.05).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-17-1752727-g007.tif">
<alt-text content-type="machine-generated">Charts and images display experimental results of cancer treatment using Chidamide, Deucravacitinib, alone or combined. Bar graphs (A, B, E, F) show impacts on cell viability, apoptosis, tumor weight, and volume. Line graph (D) tracks tumor volume over time. The photo (C) shows excised tumors, and microscopy images (G) display p-STAT1 and BCL-2 expressions in tissue samples. Significant differences are indicated in the graphs.</alt-text>
</graphic></fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>In this study, our results showed that chidamide-based combination regimens significantly improved the response rates of 28 patients with R/R T-ALL. The overall response and CR rate were 68% and 57% with the combined regimen, respectively. Because of this, quite a few patients in our study were able to receive allo-HSCT and achieved longer survival. Moreover, our study demonstrated that chidamide potently inhibited the growth of T-ALL cells via the HDAC3-TYK2-STAT1-BCL2 signaling pathway. We found that the HDAC3-TYK2-STAT1-BCL2 signaling pathway was activated in T-ALL cells. Our results further demonstrated that HDAC3 was associated with TYK2 and contributed to the activation of the TYK2-STAT1-BCL2 signaling pathway in T-ALL cells. Our finding is the first to implicate HDAC3 in the TYK2-STAT1-BCL2 signaling pathway. Considering those effective inhibitors against TYK2 and BCL2 are far from optimal for clinical application, our study suggested that HDAC3 can work as a potential alternative therapeutic target to inhibit the TYK2-STAT1-BCL2 signaling pathway in T-ALL. The clinical outcome for adult patients with R/R T-ALL is still extremely poor, and it remains a major challenge for most hematologists. Currently, there is no widely accepted salvage regimen for this group of patients. The efficacy of combination chemotherapy is far from satisfactory. Despite the limited efficacy, nelarabine has been approved for patients with R/R T-ALL (<xref ref-type="bibr" rid="B38">38</xref>). Allo-HSCT remains the only potential curative option for longer survival (<xref ref-type="bibr" rid="B39">39</xref>). However, uncontrolled disease status is a known risk factor for the failure of allo-HSCT. An effective salvage regimen to achieve CR, followed by allo-HSCT, is considered to be the best strategy for patients with R/R T-ALL. Hence, new salvage strategies are urgently needed for this group of patients. Both the genetic features and epigenetic alterations in T-ALL have been thoroughly studied (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>). Unfortunately, the results of preclinical and clinical studies assessing inhibitors or drugs against oncogenic drivers within the Notch or mTOR signaling pathways are still somewhat disappointing (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>). Given that there are also deregulated HDAC alterations in T-ALL (<xref ref-type="bibr" rid="B14">14</xref>), we first tested the efficacy of chidamide combined with chemotherapy. The CR rates reached as high as 57% using the combined regimen. Currently, the CR rate of conventional salvage chemotherapy is less than 50% (<xref ref-type="bibr" rid="B30">30</xref>). These encouraging clinical outcomes prompted us to investigate the underlying mechanism of the inhibitory effect of chidamide on T-ALL cells.</p>
<p>We tested the inhibitory effects of chidamide on T-ALL cells. In line with previous studies (<xref ref-type="bibr" rid="B33">33</xref>), we found that chidamide significantly inhibited the proliferation of T-ALL cells and induced apoptosis and cell cycle arrest <italic>in vitro</italic>. Given the fundamental role of histone acetylation in chromatin remodeling and transcription, the antitumor effect of HDACIs was initially considered to be through regulation of gene expression via direct histone hyperacetylation. However, increasing evidence indicates that many non-histone proteins are also regulated by HDACs. The biological effects of HDACIs are various and some of them are associated with non-histone proteins (<xref ref-type="bibr" rid="B32">32</xref>). Altered gene expression could be the direct effect of HDACIs through histone hyperacetylation in certain circumstances. Changes in activity or expression levels of HDACs may also be necessary for the biological effects of HDACIs (<xref ref-type="bibr" rid="B32">32</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>). Next, we checked the expression level of HDACs upon treatment with chidamide in T-ALL cells. Chidamide specifically downregulated the expression of HDAC3, but not of HDAC1, HDAC2, or HDAC10, in both primary T-ALL specimens and cell lines. Consistent with a previous study (<xref ref-type="bibr" rid="B14">14</xref>), the expression level of HDAC3 in primary T-ALL cells were also found to be higher than that in normal bone marrow samples. Previous studies proposed that overexpression of HDACs was vital for the maintenance of genome stability and DNA damage control in tumor cells, thus protecting cells from exogenous genotoxic insults (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B42">42</xref>). Like the role of HDAC3 reported in multiple myeloma and cutaneous T-cell lymphoma (<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>), our study demonstrated that knockdown or pharmacological inhibition of HDAC3 inhibited the growth of T-ALL cells and induced apoptosis and cell cycle arrest. Overexpression of HDAC3 rescued the inhibitory effect of chidamide. Taken together, our study suggests that chidamide inhibited the growth of T-ALL cells by downregulating the expression level of HDAC3, highlighting HDAC3 as an attractive and potential target in T-ALL. Given the increasing number of HDAC substrates, the biological effects of HDACIs are found to be broader and more complicated than originally thought. Accumulating evidence suggests that it is unlikely that only a certain signaling pathway accounts for the effects of all HDACIs in all cell types (<xref ref-type="bibr" rid="B34">34</xref>). Thus, it is logical and reasonable to postulate that the effects of HDACIs can be cell type specific. Additionally, there is increasing data suggesting that the biological effects of structurally different HDACIs can be different even in the same cell types (<xref ref-type="bibr" rid="B24">24</xref>). To obtain a better understanding of the molecular pathways that are engaged to mediate the anticancer effects of chidamide in T-ALL, we performed RNA-seq in chidamide-treated and DMSO-treated T-ALL cells. The TYK2-STAT1-BCL2 signaling pathway was found to be significantly suppressed upon treatment with chidamide. Considering that a previous study demonstrated that the survival of T-ALL cells was dependent on the TYK2-STAT1-BCL2 signaling pathway (<xref ref-type="bibr" rid="B37">37</xref>), our study confirmed that chidamide inhibited the growth of T-ALL cells via the TYK2-STAT1-BCL2 signaling pathway. We further showed that HDAC3 was associated with TYK2 and contributed to the activation of the TYK2-STAT1-BCL2 signaling pathway. To the best of our knowledge, our study is the first that demonstrates the connection of HDAC3 with the TYK2-STAT1-BCL2 signaling pathway. Taken together, our results suggest that the inhibitory effects of chidamide on T-ALL cells are dependent on the HDAC3-TYK2-STAT1-BCL2 signaling pathway.</p>
<p>Our study demonstrated that knockdown of TYK2 inhibited the proliferation of T-ALL cells and reduced the expression level of STAT1, phosphorylated STAT1, and BCL2. This is in line with a previous study that demonstrated that the survival of T-ALL cells was dependent on the TYK2-STAT1-BCL2 signaling pathway (<xref ref-type="bibr" rid="B37">37</xref>). Importantly, our study further demonstrated that overexpression of TYK2 rescued chidamide-induced growth arrest of T-ALL cells. Furthermore, knockdown of HDAC3 was also found to downregulate the expression of TYK2, STAT1, phosphorylated STAT1, and BCL2, thus inducing growth arrest of T-ALL cells. Accordingly, overexpression of HDAC3 activated and upregulated the expression of the TYK2-STAT1-BCL2 signaling pathway, presumably rescuing the inhibitory effect of chidamide on T-ALL cells. Moreover, co-immunoprecipitation assays supported an association between HDAC3 and TYK2, and changes in HDAC3 abundance were accompanied by alterations in TYK2 acetylation and phosphorylation status. Collectively, these data indicate that HDAC3 is sociated with regulation of TYK2 signaling and contributes to downstream pathway modulation, thus implying that HDAC3 may act upstream of this pathway. While we cannot exclude additional indirect effects mediated by transcriptome-wide changes, our results support an HDAC3-dependent mechanism underlying TYK2-STAT1-BCL2 suppression in T-ALL. Future chromatin occupancy and proximity-based approaches will be valuable to further dissect direct versus indirect components. Although great effort is ongoing to develop more potent TYK2 and BCL2 inhibitors and evaluate their clinical role in T-ALL (<xref ref-type="bibr" rid="B45">45</xref>&#x2013;<xref ref-type="bibr" rid="B47">47</xref>), none are available for clinical use. Therefore, researchers are developing alternative strategies to inhibit the TYK2-STAT1-BCL2 signaling pathway. Akahane et&#xa0;al. have proposed to promote or accelerate the degradation of TYK2 kinase by HSP90 inhibition and induce apoptotic cell death in T-ALL (<xref ref-type="bibr" rid="B48">48</xref>). A schematic summary integrating our findings with published studies is provided in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S8</bold></xref>. In line with these concepts, our data suggest that targeting HDAC3 may represent an additional strategy to modulate the TYK2-STAT1-BCL2 signaling axis in T-ALL. In summary, this study suggests that combining chidamide and chemotherapy is a promising treatment for patients with relapsed/refractory T-ALL, although confirmation in large prospective clinical trials is needed. Mechanistically, we found that chidamide significantly inhibited the growth of T-ALL cells via the HDAC3-TYK2-STAT1-BCL2 signaling pathway. HDAC3 was found to associate with TYK2 and contributed to the activation of the TYK2-STAT1-BCL2 signaling pathway in T-ALL cells. This finding demonstrated the association of HDAC3 with the TYK2-STAT1-BCL2 signaling pathway, suggesting that HDAC3 may become an alternative and potential therapeutic target to inhibit the TYK2-STAT1-BCL2 signaling pathway in T-ALL.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material</bold></xref>.</p></sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by the institutional review boards (IRBs) of Chinese PLA General Hospital. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study. The animal study was approved by the institutional review boards (IRBs) of Chinese PLA General Hospital. The study was conducted in accordance with the local legislation and institutional requirements. Written informed consent was obtained from the individual(s) for the publication of any potentially identifiable images or data included in this article.</p></sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>ZG: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Project administration, Data curation, Methodology. YL: Writing &#x2013; review &amp; editing, Methodology, Data curation. YJ: Project administration, Methodology, Data curation, Writing &#x2013; review &amp; editing. HW: Formal Analysis, Writing &#x2013; review &amp; editing, Methodology, Data curation, Investigation. LW: Software, Formal Analysis, Resources, Writing &#x2013; review &amp; editing, Supervision. NL: Investigation, Writing &#x2013; review &amp; editing, Project administration. XZ: Investigation, Writing &#x2013; review &amp; editing, Data curation, Software, Validation. QL: Software, Writing &#x2013; review &amp; editing, Validation, Visualization. YX: Writing &#x2013; review &amp; editing, Software, Conceptualization, Visualization. DL: Supervision, Writing &#x2013; review &amp; editing, Conceptualization, Funding acquisition. CG: Supervision, Conceptualization, Validation, Writing &#x2013; review &amp; editing. LD: Validation, Supervision, Conceptualization, Software, Funding acquisition, Writing &#x2013; review &amp; editing, Resources.</p></sec>
<ack>
<title>Acknowledgments</title>
<p>We thank all the faculty members who participated in this study.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec>
<sec id="s10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p></sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p></sec>
<sec id="s12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fimmu.2026.1752727/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2026.1752727/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/></sec>
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<title>Glossary</title><def-list><def-item><term>HDAC3</term><def>
<p>histone deacetylase 3</p></def></def-item><def-item><term>T-ALL</term><def>
<p>T-cell acute lymphoblastic leukemia/lymphoma</p></def></def-item><def-item><term>TYK2</term><def>
<p>tyrosine kinase 2</p></def></def-item><def-item><term>p-TYK2</term><def>
<p>phospho-TYK2</p></def></def-item><def-item><term>STAT1</term><def>
<p>signal transducer and activator of transcription 1</p></def></def-item><def-item><term>p-STAT1</term><def>
<p>phospho-STAT1</p></def></def-item><def-item><term>BCL2</term><def>
<p>B-cell lymphoma-2</p></def></def-item><def-item><term>B-ALL</term><def>
<p>B-cell acute lymphoblastic leukemia</p></def></def-item><def-item><term>HDAC</term><def>
<p>histone deacetylase;HDAC1, histone deacetylase 1;HDAC2, histone deacetylase 2;HDAC10, histone deacetylase 10</p></def></def-item><def-item><term>ALL</term><def>
<p>acute lymphoblastic leukemia/lymphoma</p></def></def-item><def-item><term>CAR-T</term><def>
<p>chimeric antigen receptor T-cell immunotherapy</p></def></def-item><def-item><term>NOTCH</term><def>
<p>neurogenic locus notch homolog protein</p></def></def-item><def-item><term>WNT</term><def>
<p>wingless</p></def></def-item><def-item><term>MYC</term><def>
<p>myc proto-oncogene</p></def></def-item><def-item><term>R/R</term><def>
<p>relapsed/refractory</p></def></def-item><def-item><term>T-LBL</term><def>
<p>T-cell lymphoblastic lymphoma</p></def></def-item><def-item><term>ETP-ALL</term><def>
<p>early T-cell precursor acute lymphoblastic leukemia</p></def></def-item><def-item><term>CR</term><def>
<p>complete remission</p></def></def-item><def-item><term>PR</term><def>
<p>partial response</p></def></def-item><def-item><term>PD</term><def>
<p>progressive disease</p></def></def-item><def-item><term>NR</term><def>
<p>no response</p></def></def-item><def-item><term>ORR</term><def>
<p>overall response rate</p></def></def-item><def-item><term>DMSO</term><def>
<p>dimethyl sulfoxide</p></def></def-item><def-item><term>ATCC</term><def>
<p>America type culture collection</p></def></def-item><def-item><term>PBS</term><def>
<p>phosphate buffered saline</p></def></def-item><def-item><term>CCK-8</term><def>
<p>Cell Counting Kit-8</p></def></def-item><def-item><term>OD</term><def>
<p>optical density</p></def></def-item><def-item><term>PI</term><def>
<p>propidium iodide</p></def></def-item><def-item><term>RNase A</term><def>
<p>ribonuclease A</p></def></def-item><def-item><term>FITC</term><def>
<p>fluorescein isothiocyanate</p></def></def-item><def-item><term>RPKM</term><def>
<p>reads per kilobase per million mapped reads</p></def></def-item><def-item><term>PCR</term><def>
<p>polymerase chain reaction</p></def></def-item><def-item><term>RT-PCR</term><def>
<p>real-time PCR</p></def></def-item><def-item><term>cDNA</term><def>
<p>complementary DNA</p></def></def-item><def-item><term>shRNA</term><def>
<p>short hairpin RNA</p></def></def-item><def-item><term>RIPA</term><def>
<p>radio immunoprecipitation assay</p></def></def-item><def-item><term>SDS-PAGE</term><def>
<p>SDS-polyacrylamide gel electrophoresis</p></def></def-item><def-item><term>PVDF</term><def>
<p>polyvinylidene difluoride</p></def></def-item><def-item><term>NOD/SCID</term><def>
<p>non obese diabetes/server combined immune-deficiency</p></def></def-item><def-item><term>IACUC</term><def>
<p>Institutional Animal Care and Use Committee</p></def></def-item><def-item><term>SD</term><def>
<p>standard deviation</p></def></def-item><def-item><term>allo-HSCT</term><def>
<p>allogeneic hematopoietic stem cell transplantation</p></def></def-item><def-item><term>HDACIs</term><def>
<p>histone deacetylase inhibitors</p></def></def-item><def-item><term>RNA-seq</term><def>
<p>RNA sequencing</p></def></def-item><def-item><term>GO</term><def>
<p>Gene Ontology</p></def></def-item><def-item><term>KEGG</term><def>
<p>Kyoto Encyclopedia of Genes and Genomes</p></def></def-item><def-item><term>JAK</term><def>
<p>janus kinase</p></def></def-item><def-item><term>STAT</term><def>
<p>signal transducer and activator of transcription</p></def></def-item><def-item><term>mRNA</term><def>
<p>messenger RNA</p></def></def-item><def-item><term>mTOR</term><def>
<p>mammalian target of rapamycin</p></def></def-item><def-item><term>HSP90</term><def>
<p>heat shock protein 90</p></def></def-item><def-item><term>IRBs</term><def>
<p>institutional review boards</p></def></def-item><def-item><term>WBC</term><def>
<p>white blood cell</p></def></def-item><def-item><term>Hb</term><def>
<p>Hemoglobin</p></def></def-item><def-item><term>BM</term><def>
<p>bone marrow</p></def></def-item><def-item><term>CNS</term><def>
<p>central nervous system</p></def></def-item><def-item><term>NA</term><def>
<p>not applicable</p></def></def-item><def-item><term>OS</term><def>
<p>overall survival</p></def></def-item><def-item><term>PFS</term><def>
<p>progression-free survival</p></def></def-item><def-item><term>Co-IP</term><def>
<p>co-immunoprecipitation.</p></def></def-item></def-list></glossary>
<fn-group>
<fn id="n1" fn-type="custom" custom-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1903382">Wei-jia Wang</ext-link>, Fujian Medical University, China</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/868846">Siyu Gu</ext-link>, Affiliated Hospital of Jiangnan University, China</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2715057">Sk Abdul Amin</ext-link>, University of Salerno, Italy</p></fn>
</fn-group>
</back>
</article>