<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2021.641931</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Oncology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>DCTPP1, an Oncogene Regulated by miR-378a-3p, Promotes Proliferation of Breast Cancer via DNA Repair Signaling Pathway</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Niu</surname> <given-names>Ming</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1172302/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Shan</surname> <given-names>Ming</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1206969/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Liu</surname> <given-names>Yang</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Song</surname> <given-names>Yanni</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1232600/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Han</surname> <given-names>Ji-guang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Sun</surname> <given-names>Shanshan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Liang</surname> <given-names>Xiao-shuan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Zhang</surname> <given-names>Guo-qiang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Breast Surgery, Harbin Medical University Cancer Hospital</institution>, <addr-line>Harbin</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Research Institute of Chinese Medicine, Heilongjiang University of Chinese Medicine</institution>, <addr-line>Harbin</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Desi Shang, Harbin Medical University, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Fei Xing, Shengjing Hospital of China Medical University, China; Xiuting Liu, Washington University in St. Louis, United States</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Guo-qiang Zhang <email>6-fu&#x00040;163.com</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Cancer Genetics, a section of the journal Frontiers in Oncology</p></fn></author-notes>
<pub-date pub-type="epub">
<day>25</day>
<month>05</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>11</volume>
<elocation-id>641931</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>12</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>02</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 Niu, Shan, Liu, Song, Han, Sun, Liang and Zhang.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Niu, Shan, Liu, Song, Han, Sun, Liang and Zhang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). 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.</p></license> </permissions>
<abstract><p>Breast cancer (BRCA) is one of the most deadly cancers worldwide, with poor survival rates that could be due to its high proliferation. Human all-alpha dCTP pyrophosphatase 1 (DCTPP1) is implicated in numerous diseases, including cancers. However, its role in BRCA is unclear. In this study, we used bioinformatic analyses of the ONCOMINE, UALCAN, and GEPIA databases to determine the expression pattern of DCTPP1 in BRCA. We found that elevated DCTPP1 levels correlate with poor BRCA prognosis. DCTPP1 silencing inhibited BRCA cell proliferation and induced apoptosis <italic>in vitro</italic>, as well as <italic>in vivo</italic>. Our data show that this tumorigenic effect depends on DNA repair signaling. Moreover, we found that DCTPP1 is directly modulated by miR-378a-3p, whose downregulation is linked to BRCA progression. Our results showed down-regulation of miR-378a-3p in BRCA. Upregulation of miR-378a-3p, on the other hand, can inhibit BRCA cell growth and proliferation. This study shows that reduced miR-378a-3p level enhances DCTPP1 expression in BRCA, which promotes proliferation by activating DNA repair signaling in BRCA.</p></abstract>
<kwd-group>
<kwd>breast cancer</kwd>
<kwd>oncogene</kwd>
<kwd>DCTPP1</kwd>
<kwd>miR-378a-3p</kwd>
<kwd>DNA repair</kwd>
</kwd-group>
<counts>
<fig-count count="7"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="42"/>
<page-count count="12"/>
<word-count count="5971"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Breast cancer (BRCA) is estimated to be responsible for 30% of all new cancer cases in women and is the second primary cause of cancer deaths in women (<xref ref-type="bibr" rid="B1">1</xref>&#x02013;<xref ref-type="bibr" rid="B3">3</xref>). The poor prognosis and high death rates of BRCA are due to abnormal cellular proliferation (<xref ref-type="bibr" rid="B4">4</xref>). The standard treatments for BRCA patients include surgery, radiotherapy, and chemotherapy, or a combination of multiple methods. Although the overall survival rate of breast cancer patients has recently increased, tumor relapse, therapy resistance, or far-end metastasis still occur in several BRCA patients. The complex tumorigenic mechanisms of BRCA impede its treatment. Therefore, a better understanding of its underlying mechanisms and reliable markers is needed to improve BRCA outcomes.</p>
<p>Human all-alpha dCTP pyrophosphatase 1 (DCTPP1) localizes in the nucleus, cytosol, and mitochondria (<xref ref-type="bibr" rid="B5">5</xref>). DCTPP1 is highly expressed in embryonic tissue along with proliferative tissues with expanded nucleotide pools. This enzyme is upregulated also in various human cancers (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>). Song et al. showed that DCTPP1 promotes BRCA cell growth and stemness by modulating 5-methyl-dCTP metabolism and global hypomethylation (<xref ref-type="bibr" rid="B6">6</xref>). Zhang et al. suggested that nuclear DCTPP1 in cancer cells may suffice to maintain proper DNA replication, hence promoting survival and proliferation of BRCA cells (<xref ref-type="bibr" rid="B8">8</xref>). However, there is no evidence showing post-transcriptional regulation of DCTPP1 in BRCA progression.</p>
<p>MicroRNAs (miRNAs) are short oligonucleotides made of 22&#x02013;25 nucleotides. miRNAs can act as a tumor suppressor to inhibit cancer progression by modulating proliferation, apoptosis, invasion/metastasis, as well as angiogenesis (<xref ref-type="bibr" rid="B9">9</xref>&#x02013;<xref ref-type="bibr" rid="B11">11</xref>). miRNAs dock to the 3&#x02032;-UTR of target genes to modulate the expression of at least 30% of all protein-coding genes (<xref ref-type="bibr" rid="B12">12</xref>). In BRCA, they have oncogenic and anti-cancer roles depending on their target messenger RNA (mRNA) (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>). Numerous studies have shown that miRNAs influence BRCA cancer proliferation, apoptosis, and resistance to chemotherapy. For instance, miR-21 and miR-210 upregulation in BRCA correlates with poor prognosis (<xref ref-type="bibr" rid="B15">15</xref>). The miR-200 family includes miR-200a, miR-141, miR-200b, miR-429, and miR-200c. Expression of these miRNAs is lost in invasive BRCA cell lines (<xref ref-type="bibr" rid="B16">16</xref>). However, there is less evidence that miR-378-3p is involved in BRCA. miR-378a-3p has anti-tumor effects in glioblastoma multiforme through targeting tetraspanin 17 (<xref ref-type="bibr" rid="B17">17</xref>). miR-378a-3p also sensitizes ovarian cancer cells to cisplatin via MAPK1/GRB2 signaling (<xref ref-type="bibr" rid="B18">18</xref>). In BRCA cells, miR-378a-3p serves as a biomarker in age-related BRCA and BRCA evolution during adjuvant chemotherapy (<xref ref-type="bibr" rid="B19">19</xref>). However, the precise mechanisms underlying the function of miR-378a-3p in BRCA are unclear.</p>
<p>DNA repair is critical for genomic integrity and is activated by DNA damage, making it critical for cell survival (<xref ref-type="bibr" rid="B20">20</xref>). Zhang et al. suggested that nuclear DCTPP1 in cancer cells might suffice to maintain proper DNA replication, promoting survival, and proliferation of BRCA cells (<xref ref-type="bibr" rid="B21">21</xref>). There is no evidence of DCTPP1 involvement in DNA repair in BRCA cells.</p>
<p>Here, we found that DCTPP1 overexpression in BRCA cells and tissues correlates with a poor prognosis. The present study demonstrated that DCTPP1 enhanced BRCA cell proliferation and that the miR-378a-3p direct target is downregulated in BRCA. On the other hand, it repressed proliferation when upregulated. DNA repair signaling cascade is a primary signaling axis of miR-378-3P/DCTPP1 in BRCA with a poor prognosis. Our findings highlight miR-378-3P/DCTPP1 signaling as a potential therapeutic target against BRCA.</p></sec>
<sec sec-type="methods" id="s2">
<title>Methods</title>
<sec>
<title>Cell Lines and Cell Culture</title>
<p>Human BRCA cell lines MDA-MB-231, MDA-MB-468, MCF-7, and BT-549 as well as normal breast epithelial cells MCF-10A were purchased (<xref ref-type="bibr" rid="B22">22</xref>). BRCA cells were grown in complete high glucose DMEM (Wisent, USA), enriched with 10% FBS, 100 &#x003BC;g/ml pen/strep (Hyclone, USA). MCF10A were cultured in mammary epithelial cell basal medium (MEBM, Lonza, USA) supplemented with 100 ng/ml cholera toxin. All cells were grown at 37&#x000B0;C, 5% CO<sub>2</sub> in a humidified incubator.</p></sec>
<sec>
<title>Lentiviral Transfection and Small Interfering RNA</title>
<p>DCTPP1 knockdown (shDCTPP1) or DCTPP1 overexpression (DCTPP1), and a scrambled sequence (SCR) or a negative control (NC) sequence, respectively, were used according to the manufacturer&#x00027;s instructions. Plasmid sequences were validated via sequencing (GenePharma, China). We cultured the cells were in 6-well plates at 30% confluence, followed by inoculation with the retroviruses. Polybrene (5 &#x003BC;g/ml) was used to enhance infection efficiency. Stably transfected cells (puromycin-resistant) were selected by treating with puromycin (2 &#x003BC;g/ml) for 2 weeks. DCTPP1-overexpressing MCF7 and MDA-MB-468 cells, and control (NC) cells were inoculated into 6-well plates and cultured overnight. Next, siRNA (GenePharma, China) and non-targeting control siRNA were transfected using lipofectamine&#x000AE; 3000 (Invitrogen, USA) using manufacturer instructions. The sequences of the siRNAs were: Sense 5&#x02032;-gatccgcccttcaagaggagcttattcaagagataagctcctcttgaagggcttttttacgcgt g-3&#x02032; and antisense 5&#x02032;-aattcacgcgtaaaaaagcccttcagaggagcttatctcttga agctcctcttgaagggcg-3&#x02032;. miRNA sequences were as follows: miR-378a-3p mimic: cuggacuuggagucagaagg, mimic-NC: agugcauguuaugccuacg, miR-378a-3p inhibitor: aguucagguucugacuccu, inhibitor-NC: ugguccguguaggccuacua.</p></sec>
<sec>
<title>RT-qPCR Analysis</title>
<p>Isolation of total RNA was carried out with the Trizol reagent (TaKaRa, USA). cDNA was generated from 1 &#x003BC;g of RNA via reverse-transcription with the Primescript RT Reagent (TaKaRa, USA). The FastStart Universal SYBR Green Master (Roche, USA) was employed to perform RT-qPCR on a real-time PCR instrument (Applied Biosystems, USA). GAPDH and U6 were used as reference genes. The primers are indicated in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>.</p></sec>
<sec>
<title>Western Blot Assessment</title>
<p>Cells were lysed using RIPA buffer (Thermo Fisher, USA) enriched with 0.1% protease inhibitor, 1% phosphatase inhibitor, as well as 1% PMSF. Fractionation of the proteins was done on SDS-PAGE gel and then the proteins transfer-embedded onto NC membranes (Millipore, USA). Afterward, membranes were blocked with 5% skimmed milk in PBS for 2 h, followed by overnight incubation with anti-&#x003B2;-actin (Cell Signaling Technology, USA) and anti-DCTPP1 (Abgent Inc., USA) at 4&#x000B0;C. They were then washed thrice, 10 min each with PBST, and incubated for 1 h with indicated secondary antibodies.</p></sec>
<sec>
<title>Cell Counting Kit (CCK-8) Assay</title>
<p>Cell proliferation was examined using a CCK-8 kit (Dojindo, Japan) as per the manufacturer&#x00027;s protocol. 2 &#x000D7; 10<sup>3</sup> cells/well, in 200 &#x003BC;l of cell culture media, were cultured onto 96-well plates and cultured at 37&#x000B0;C for 4 h. The cell culture medium was then replaced with media enriched with 10% CCK8, then incubation of the cells was performed at 37&#x000B0;C for 2 h. Thereafter, a microplate reader was employed to determine the absorbance at 450 nm.</p></sec>
<sec>
<title>Ki67 Assay</title>
<p>Cells were seeded in 6-well plates before transfection with DCTPP1-siRNA, mimic of miR-378a-3p, or their NC control for 48 h. After that, fixation with 75% absolute ethanol was performed for 60 s, followed by rinsing twice with PBS, then staining by Giesma (Sigma, USA) for 15 min, and dried at room temperature. The colonies with &#x02265;50 cells/well were then counted.</p></sec>
<sec>
<title>TUNEL Assay</title>
<p>Breast cancer cells (MCF-7 and MDAMB-468) were inoculated in 6-well plates before transfection with DCTPP1-siNRA or control group for 48 h. TUNEL assay kit (Roche, Germany) was used to test MCF-7 and MDA-MB-468 cell apoptosis. After that, cells fixation with 4% PFA (paraformaldehyde) for 15 min. Then, MCF7 and MDA-MB-468 were blocked in 0.1% Triton X-100 for 1 h. Cells were then treated with a TUNEL reaction mixture at room temperature for 1 h. Cell nuclei were stained by DAPI for 5 min.</p></sec>
<sec>
<title>Dual-Luciferase Assay</title>
<p>Where specified, cells were inoculated and grown in triplicates for 24 h, followed by co-transfection with DCTPP1-3&#x02032;-UTR clones or mutant clones with pRL-TK Renilla plasmid and miR-378a-3p mimic. After the elapse of 48 h, the luciferase enzyme activity of transfected cells was assessed using a dual luciferase assay kit (Promega, USA) following the manufacturer&#x00027;s instructions.</p></sec>
<sec>
<title><italic>In vivo</italic> Tumor Xenograft Model</title>
<p>All animal experiments adhered to guidelines by the Institutional Animal Care and Use Committee of the Harbin Medical University. We randomly split 28, 4-week old female BALB/c nude mice, weighing 18&#x02013;22 g into four groups. Stable DCTPP1-siRNA, miR-378a-3p mimic, NC MCF-7 cells, or control cells (1 &#x000D7; 10<sup>6</sup> cells in 100 &#x003BC;l of PBS) were subcutaneously administered into mammary fat pads of the mice, and tumor volume measured weekly using calipers. Tumor volume was given by the formula: (tumor length &#x000D7; width &#x000D7; height)/2. After 6 weeks, we sacrificed the mice and measured the final tumor weight.</p></sec>
<sec>
<title>Clonogenic Survival Assay</title>
<p>We transfected the 8 &#x000D7; 10<sup>2</sup> MCF-7, and MDA-MB-468 cells with DCTPP1 siRNA, control siRNA, miR-378a-3p mimic, or mimic of miR-NC were planted into 6 cm dishes and cultured for 10 d. Staining of colonies by 0.1% crystal violet in 20% methanol was done for 15 min. Five-hundred cells as the standard for a Clonogenic. They were then imaged, and visible colonies determined.</p></sec>
<sec>
<title>&#x003B3;H2A Immunofluorescence (IF) Staining</title>
<p>MCF-7 and MDA-MB-468 cells were seeded onto glass coverslips and grown for 24 h to 50&#x02013;60% density. They were then treated with DCTPP1 siRNA, or Control-si, for 48 h and fixed. They were then stained using anti-&#x003B3;H2A antibody (CST, USA) for 1 h and then incubation with secondary antibody performed for 20 min at RT. They were then counterstained with DAPI and mounted on prolong&#x000AE; diamond antifade (Applied biosystems, USA).</p></sec>
<sec>
<title>Database Analysis</title>
<p>To determine DCTPP1 transcription levels in breast cancer, we analyzed gene expression cohorts in the ONCOMINE (<ext-link ext-link-type="uri" xlink:href="https://www.oncomine.org">https://www.oncomine.org</ext-link>), UALCAN (<ext-link ext-link-type="uri" xlink:href="http://ualcan.path.uab.edu/analysis.html">http://ualcan.path.uab.edu/analysis.html</ext-link>), Gene Expression Profiling Interactive Analysis (GEPIA) (<ext-link ext-link-type="uri" xlink:href="http://gepia.cancer-pku.cn/index.html">http://gepia.cancer-pku.cn/index.html</ext-link>). Metascape (<ext-link ext-link-type="uri" xlink:href="http://metascape.org">http://metascape.org</ext-link>) databases to explore the interaction and function of DCTPP1 co-expressed genes. Enrichment of GO terms including biological process, cellular component, and molecular function, and KEGG pathways was carried on using the Metascape online tools. Functional terms with <italic>p</italic>-value &#x02264; 0.01 and minimum count &#x02265;3 were considered statistically significant. The most significant term within each cluster was chosen as representative of this cluster. Then, the association between the significant terms was established as a network, in which terms with similarities &#x0003E;0.3 were connected. Protein&#x02013;protein interaction enrichment assessment was done on BioGrid, InWeb_IM, as well as OmniPath. The Molecular Complex Detection (MCODE) algorithm was used to determine the densely connected network components.</p></sec>
<sec>
<title>Statistical Analysis</title>
<p>All experiments were done three times unless otherwise indicated. Data were analyzed using the SPSS 20.0 (IBM). For continuous variables, the Students <italic>t</italic>-test was employed to establish statistically remarkable differences between groups. <italic>P</italic> &#x0003C; 0.05 signified statistical significance.</p></sec></sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title><italic>DCTPP1</italic> Expression in BRCA</title>
<p>We initially evaluated DCTPP1 transcriptional expression in multiple BRCA datasets on TCGA and Gene Expression Omnibus (GEO). <xref ref-type="fig" rid="F1">Figure 1A</xref> shows the DCTPP1 expression profile in 33 cancers (GEPIA). Analysis of DCTPP1 expression in three Oncomine datasets relative to normal tissues revealed DCTPP1 overexpression in BRCA tissue relative to normal breast tissue (<xref ref-type="fig" rid="F1">Figures 1B&#x02013;D</xref>, <italic>p</italic> &#x02264; 0.01). Fold differences were all &#x0003E;1.5. Analysis of DCTPP1 expression in BRCA tumors vs. normal tissues using UALCAN revealed that regardless of age, gender, disease stage, nodal metastasis, major subclasses, or menopause status, DCTPP1 transcription levels were remarkably elevated in BRCA patients than in healthy controls (<xref ref-type="fig" rid="F2">Figure 2</xref>). Thus, DCTPP1 has diagnostic potential in BRCA.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p><italic>DCTPP1</italic> expression in BRCA. <bold>(A)</bold> <italic>DCTPP1</italic> expression in pan-cancer. <bold>(B)</bold> <italic>DCTPP1</italic> expression in TCGA breast cancer. <bold>(C)</bold> <italic>DCTPP1</italic> expression in Curtis breast cancer. <bold>(D)</bold> <italic>DCTPP1</italic> expression in Ma breast 4 cancer.</p></caption>
<graphic xlink:href="fonc-11-641931-g0001.tif"/>
</fig>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p><italic>DCTPP1</italic> in BRCA patients was higher than that of healthy people. <bold>(A)</bold> <italic>DCTPP1</italic> expression in normal breast tissues and BRCA. <bold>(B)</bold> <italic>DCTPP1</italic> expression in I&#x02013;IV stage of BRCA. <bold>(C)</bold> <italic>DCTPP1</italic> expression in male and female of BRCA. <bold>(D)</bold> <italic>DCTPP1</italic> in different age group of BRCA. <bold>(E)</bold> <italic>DCTPP1</italic> expression in different lymph node metastasis of BRCA. <bold>(F)</bold> <italic>DCTPP1</italic> expression in different menopause of BRCA. <bold>(G)</bold> <italic>DCTPP1</italic> expression in different molecular subtypes of BRCA. &#x0002A;&#x0002A;<italic>p</italic> &#x02264; 0.01, &#x0002A;&#x0002A;&#x0002A;<italic>p</italic> &#x02264; 0.001.</p></caption>
<graphic xlink:href="fonc-11-641931-g0002.tif"/>
</fig></sec>
<sec>
<title><italic>DCTPP1</italic> Has Prognostic Potential in BRCA</title>
<p>We then investigated if <italic>DCTPP1</italic> expression correlates with BRCA prognosis. The impact of <italic>DCTPP1</italic> expression on survival was evaluated using GEPIA. Notably, <italic>DCTPP1</italic> expression significantly impacts BRCA prognosis [OS HR = 1.9, Logrank <italic>p</italic> = 0.00018, <italic>p</italic>(HR) = 0.00021; <xref ref-type="fig" rid="F3">Figure 3A</xref>]. Analysis of the effects of DCTPP1 expression on the prognosis of BRCA subtypes demonstrated that high DCTPP1 expression levels were significantly linked to the prognosis of Luminal A and B subtypes [Luminal A: OS HR = 2, Logrank <italic>p</italic> = 0.011, <italic>p</italic>(HR) = 0.013, Luminal B OS HR = 2, Logrank <italic>p</italic> = 0.048, <italic>p</italic>(HR) = 0.052; <xref ref-type="fig" rid="F3">Figures 3D,E</xref>]. However, DCTPP1 levels did not correlate with prognosis of basal-like and HER2&#x0002B;, non-luminal subtypes [basal-like/triple-negative OS HR = 2.2, Logrank <italic>p</italic> = 0.12, <italic>p</italic>(HR) = 0.13, HER2&#x0002B;, non-luminal OS HR = 2.8, Logrank <italic>p</italic> = 0.076, <italic>p</italic>(HR) = 0.089; <xref ref-type="fig" rid="F3">Figures 3B,C</xref>].</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Prognostic potential of <italic>DCTPP1</italic> in BRCA. <bold>(A)</bold> Correlation of <italic>DCTPP1</italic> expression and OS of BRCA. <bold>(B)</bold> Correlation of <italic>DCTPP1</italic> expression and OS of Basal-like/Triple negative BRCA. <bold>(C)</bold> Correlation of <italic>DCTPP1</italic> expression and OS of HER2&#x0002B;/non-luminal BRCA. <bold>(D)</bold> Correlation of <italic>DCTPP1</italic> expression and OS of Luminal A BRCA. <bold>(E)</bold> Correlation of DCTPP1 expression and OS of Luminal B BRCA.</p></caption>
<graphic xlink:href="fonc-11-641931-g0003.tif"/>
</fig></sec>
<sec>
<title>Silencing of DCTPP1 Suppressed MCF-7 and MDA-MB-468 Proliferation and Induced Apoptosis</title>
<p>To explore the role of DCTPP1 in BRCA cancer, we first test the expression of DCTPP1 in different BC cell lines include the TNBC cell line. We found that DCTPP1 is up-regulated in MCF-7 and MDA-MB-468 (<xref ref-type="supplementary-material" rid="SM2">Supplementary Figure 1</xref>). To assess DCTPP1 effects on proliferation, it was overexpressed or silenced in MCF-7 and MDA-MB-468. Western blot and RT-qPCR analysis verified transfection efficiency (<xref ref-type="supplementary-material" rid="SM3">Supplementary Figures 2A&#x02013;D</xref>). CCK-8 analysis of DCTPP1 effects on cell growth revealed that DCTPP1 silencing suppressed MCF-7 and MDA-MB-468 proliferation (<xref ref-type="fig" rid="F4">Figures 4A,B</xref>). The clonogenic analysis revealed that DCTPP1 knockdown suppressed BRCA tumorigenic potential (<xref ref-type="fig" rid="F4">Figure 4C</xref>). Additionally, KI67 staining was used to assess the effect of DCTPP1 on BRCA proliferation and revealed that DCTPP1 silencing suppresses BRCA cell proliferation (<xref ref-type="fig" rid="F4">Figure 4D</xref>). TUNEL assay was used to test the cell apoptosis after treatment with DCTPP1 inhibition. Our data showed that silencing DCTPP1 can induce MCF-7 and MDA-MB-468 cell apoptosis (<xref ref-type="fig" rid="F4">Figure 4E</xref>). Together, these data indicate that DCTPP1 silencing suppresses BRCA cell proliferation <italic>in vitro</italic>.</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Silencing of DCTPP1 suppressed MCF-7 and MDA-MB-468 proliferation and induce apoptosis. <bold>(A,B)</bold> CCK-8 analysis of BRCA cell growth after DCTPP1 knockdown or overexpression. <bold>(C)</bold> Colony formation assays were used to test BRCA cell proliferation upon DCTPP1 silencing. <bold>(D)</bold> Ki67 analysis of BRCA cell proliferation upon DCTPP1 silencing. <bold>(E)</bold> TUNEL staining of BRCA cell apoptosis treat with DCTPP1 silencing. <bold>(F)</bold> DCTPP1 expression in DCTPP1-deficient tumors. <bold>(G)</bold> Tumor weight. <bold>(H)</bold> Tumor volume. <bold>(I)</bold> Ki67 levels in tumor tissues. &#x0002A;<italic>p</italic> &#x02264; 0.05 vs. control (<italic>t</italic>-test).</p></caption>
<graphic xlink:href="fonc-11-641931-g0004.tif"/>
</fig></sec>
<sec>
<title><italic>DCTPP1</italic> Repressed Tumorigenesis <italic>in vivo</italic></title>
<p>To explore the impact of DCTPP1 in BRCA <italic>in vivo</italic>, DCTPP1-deficient MCF-7 and controls were transplanted into the mammary fat pads of mice. Our analysis revealed low DCTPP1 levels in DCTPP1-siRNA tumor tissue relative to control tissue (<xref ref-type="fig" rid="F4">Figure 4F</xref>). Moreover, DCTPP1-siRNA tumor volume growth was slower relative to control tumors (<xref ref-type="fig" rid="F4">Figure 4G</xref>). At 6 weeks, DCTPP1-siRNA tumor weights were significantly lighter than control tumors (<xref ref-type="fig" rid="F4">Figure 4H</xref>). Moreover, DCTPP1-siRNA tumors expressed lower Ki67 levels relative to controls (<xref ref-type="fig" rid="F4">Figure 4I</xref>). Together, these data show that DCTPP1-knockdown suppresses tumorigenesis <italic>in vivo</italic>.</p></sec>
<sec>
<title><italic>DCTPP1</italic> Silencing Activates DNA Repair Mediated Signaling Pathway</title>
<p>To investigate the biological role of <italic>DCTPP1</italic> in BRCA, the top 100 genes co-expressed with <italic>DCTPP1</italic> TCGA BRCA datasets were obtained. Metascape analysis was used to identify the pathways and processes enriched in all co-expression genes, including GO biological processes as well as reactome gene sets. Functional terms with <italic>p</italic> &#x02264; 0.01 and a minimum count of three were selected. Co-expressed genes, were mainly enriched in GO BP terms like DNA repair, protein localization to chromosome, and regulation of intracellular estrogen receptor signaling (<xref ref-type="fig" rid="F5">Figure 5A</xref> and <xref ref-type="table" rid="T1">Table 1</xref>).</p>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p><italic>DCTPP1</italic> regulates DNA repair signaling. <bold>(A)</bold> KEGG pathway analysis. <bold>(B)</bold> &#x003B3;-H2A analysis of DNA damage upon DCTPP1-silencing in BRCA cells. <bold>(C)</bold> Western blot analysis revealed elevated XRCC1, PARP1, and RAD51 levels upon DCTPP1-over-expression. The assay was repeated in BRCA cells. <italic>T</italic>-test, &#x0002A;&#x0002A;<italic>p</italic> &#x02264; 0.01, &#x0002A;<italic>p</italic> &#x02264; 0.05 in contrast with the control group.</p></caption>
<graphic xlink:href="fonc-11-641931-g0005.tif"/>
</fig>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Functional terms enriched by DCTPP1 co-expressing genes.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>GO</bold></th>
<th valign="top" align="left"><bold>Category</bold></th>
<th valign="top" align="left"><bold>Description</bold></th>
<th valign="top" align="center"><bold>&#x02013;Log10(<italic>P</italic>)</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">GO:0006281</td>
<td valign="top" align="left">GO biological processes</td>
<td valign="top" align="left">DNA repair</td>
<td valign="top" align="center">5.63</td>
</tr>
<tr>
<td valign="top" align="left">GO:0070199</td>
<td valign="top" align="left">GO biological processes</td>
<td valign="top" align="left">Establishment of protein localization to chromosome</td>
<td valign="top" align="center">3.88</td>
</tr>
<tr>
<td valign="top" align="left">R-HSA-72766</td>
<td valign="top" align="left">Reactome gene sets</td>
<td valign="top" align="left">Translation</td>
<td valign="top" align="center">3.79</td>
</tr>
<tr>
<td valign="top" align="left">GO:0033146</td>
<td valign="top" align="left">GO biological processes</td>
<td valign="top" align="left">Regulation of intracellular estrogen receptor signaling pathway</td>
<td valign="top" align="center">3.3</td>
</tr>
<tr>
<td valign="top" align="left">R-HSA-1428517</td>
<td valign="top" align="left">Reactome gene sets</td>
<td valign="top" align="left">The citric acid (TCA) cycle and respiratory electron transport</td>
<td valign="top" align="center">3.16</td>
</tr>
<tr>
<td valign="top" align="left">GO:0000209</td>
<td valign="top" align="left">GO biological processes</td>
<td valign="top" align="left">Protein polyubiquitination</td>
<td valign="top" align="center">2.75</td>
</tr>
<tr>
<td valign="top" align="left">GO:0034660</td>
<td valign="top" align="left">GO biological processes</td>
<td valign="top" align="left">ncRNA metabolic process</td>
<td valign="top" align="center">2.73</td>
</tr>
<tr>
<td valign="top" align="left">GO:0007059</td>
<td valign="top" align="left">GO biological processes</td>
<td valign="top" align="left">Chromosome segregation</td>
<td valign="top" align="center">2.67</td>
</tr>
<tr>
<td valign="top" align="left">GO:0051298</td>
<td valign="top" align="left">GO biological processes</td>
<td valign="top" align="left">Centrosome duplication</td>
<td valign="top" align="center">2.6</td>
</tr>
<tr>
<td valign="top" align="left">GO:0031123</td>
<td valign="top" align="left">GO biological processes</td>
<td valign="top" align="left">RNA 3&#x02032;-end processing</td>
<td valign="top" align="center">2.52</td>
</tr>
<tr>
<td valign="top" align="left">GO:0006353</td>
<td valign="top" align="left">GO biological processes</td>
<td valign="top" align="left">DNA-templated transcription, termination</td>
<td valign="top" align="center">2.48</td>
</tr>
<tr>
<td valign="top" align="left">GO:0051604</td>
<td valign="top" align="left">GO biological processes</td>
<td valign="top" align="left">Protein maturation</td>
<td valign="top" align="center">2.3</td>
</tr>
<tr>
<td valign="top" align="left">R-HSA-8953854</td>
<td valign="top" align="left">Reactome gene sets</td>
<td valign="top" align="left">Metabolism of RNA</td>
<td valign="top" align="center">2.26</td>
</tr>
<tr>
<td valign="top" align="left">GO:1902882</td>
<td valign="top" align="left">GO biological processes</td>
<td valign="top" align="left">Regulation of response to oxidative stress</td>
<td valign="top" align="center">2.12</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>&#x003B3;H2A is an established marker of DNA damage (<xref ref-type="bibr" rid="B23">23</xref>). Relative to mock-silenced cells, DCTPP1-deficient induced BRCA cells had significantly higher &#x003B3;H2A levels (<xref ref-type="fig" rid="F5">Figure 5B</xref>). These data indicate that DCTPP1-deficient accelerated DNA damage repair.</p>
<p>Regarding the functional analysis of these core modules (<xref ref-type="fig" rid="F5">Figure 5A</xref> and <xref ref-type="table" rid="T2">Table 2</xref>), they are enriched in the DNA repair signaling pathway. DNA repair signaling influences cancer progression (<xref ref-type="bibr" rid="B24">24</xref>). Western blot analysis of the DNA repair signaling pathway factors, XRCC1, PARP1, and RAD51, revealed their elevation upon DCTPP1 upregulation in BRCA cells (<xref ref-type="fig" rid="F5">Figure 5C</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Functional terms enriched of modules in DCTPP1 co-expressing network.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>MCODE</bold></th>
<th valign="top" align="left"><bold>GO</bold></th>
<th valign="top" align="left"><bold>Description</bold></th>
<th valign="top" align="center"><bold>&#x02013;Log10(<italic>P</italic>)</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">MCODE_1</td>
<td valign="top" align="left">R-HSA-5389840</td>
<td valign="top" align="left">Mitochondrial translation elongation</td>
<td valign="top" align="center">9.8</td>
</tr>
<tr>
<td valign="top" align="left">MCODE_1</td>
<td valign="top" align="left">GO:0070125</td>
<td valign="top" align="left">mitochondrial translational elongation</td>
<td valign="top" align="center">9.8</td>
</tr>
<tr>
<td valign="top" align="left">MCODE_1</td>
<td valign="top" align="left">R-HSA-5368287</td>
<td valign="top" align="left">Mitochondrial translation</td>
<td valign="top" align="center">9.7</td>
</tr>
<tr>
<td valign="top" align="left">MCODE_2</td>
<td valign="top" align="left">CORUM:351</td>
<td valign="top" align="left">Spliceosome</td>
<td valign="top" align="center">6.7</td>
</tr>
<tr>
<td valign="top" align="left">MCODE_2</td>
<td valign="top" align="left">R-HSA-72163</td>
<td valign="top" align="left">mRNA splicing&#x02014;major pathway</td>
<td valign="top" align="center">6.4</td>
</tr>
<tr>
<td valign="top" align="left">MCODE_2</td>
<td valign="top" align="left">R-HSA-72172</td>
<td valign="top" align="left">mRNA splicing</td>
<td valign="top" align="center">6.3</td>
</tr>
</tbody>
</table>
</table-wrap></sec>
<sec>
<title>DCTPP1 Is a miR-378a-3p Direct Target in BRCA</title>
<p>Given that miRNAs are implicated in BRCA progression (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B25">25</xref>), we screened the publicly available databases, TargetScan and PITA, for miRNAs that may modulate DCTPP1 and found that miR-378a-3p has an optional seed unit for DCTPP1 (<xref ref-type="fig" rid="F6">Figures 6A,B</xref>). Relative to negative controls, RT-qPCR and western blot analyses revealed DCTPP1 suppression in all the cell lines under miR-378a-3p overexpression (<xref ref-type="fig" rid="F6">Figures 6C,D</xref>). Moreover, luciferase enzyme activity was repressed by miR-378a-3p in BRCA cells transfected with wild-type DCTPP1 3&#x02032;-UTR (<xref ref-type="fig" rid="F6">Figure 6E</xref>).</p>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p><italic>DCTPP1</italic> is directly regulated by miR-378a-3p. <bold>(A)</bold> MiR-378a-3p is potentially upstream of DCTPP1. <bold>(B)</bold> Seed unit between miR-378a-3p and DCTPP1. <bold>(C)</bold> DCTPP1 protein levels after transfection with miR-378a-3p mimic or suppressor. <bold>(D)</bold> RT-qPCR analysis of DCTPP1 expression upon transfection with miR-378a-3p mimic or suppressor. <bold>(E)</bold> Luciferase assay. All data are representative of at least three experiments. The results are presented as mean &#x000B1; s.e.m. &#x0002A;<italic>p</italic> &#x02264; 0.05 was considered significant.</p></caption>
<graphic xlink:href="fonc-11-641931-g0006.tif"/>
</fig></sec>
<sec>
<title>miR-378a-3p Upregulation Inhibits BRCA Proliferation</title>
<p>Evaluation of the expression of miR-378a-3p in BRCA patients&#x00027; TCGA datasets revealed that it is significantly downregulated (<italic>p</italic> &#x02264; 0.05; <xref ref-type="fig" rid="F7">Figure 7A</xref>). Moreover, we established that the expression of miR-378a-3p was dramatically lower in BRCA cell lines relative to MCF-10A (<xref ref-type="fig" rid="F7">Figure 7B</xref>). To assess the function of miR-378a-3p in BRCA progression, we transfected the MCF-7 cells and MDA-MB-468 cells, which have high miR-378a-3p measures with the mimic of miR-378a-3p, and those with the lowest expression of miR-378a-3p with miR-378a-3p repressor (<xref ref-type="supplementary-material" rid="SM3">Supplementary Figure 2E</xref>). CCK-8 analysis revealed that the silencing of miR-378a-3p enhanced cell growth, while its overexpression markedly suppressed the growth of MCF-7 cells and MDA-MD-468 cells (<xref ref-type="fig" rid="F7">Figures 7C,D</xref>). Consistent with these data, colony formation assay and ki67 staining indicated suppressed BRCA cell growth upon miR-378a-3p overexpression (<xref ref-type="fig" rid="F7">Figures 7E,F</xref>). A mouse tumor xenograft revealed higher miR-378a-3p levels in miR-378a-3p mimic bearing tumors relative to the NC group (<xref ref-type="fig" rid="F7">Figure 7G</xref>). The average number of harvested nodules (<xref ref-type="fig" rid="F7">Figure 7H</xref>) and tumor weight (<xref ref-type="fig" rid="F7">Figure 7I</xref>) were significantly lower in miR-378a-3p mimic bearing mice relative to the NC group. IHC analysis of Ki67 expression revealed lower ki67 levels in miR-378a-3p mimic bearing tumors relative to the NC group (<xref ref-type="fig" rid="F7">Figure 7J</xref>). These data demonstrate that miR-378a-3p negatively modulates DCTPP1 in BRCA and that miR-378a-3p suppresses BRCA development <italic>in vitro</italic> and <italic>in vivo</italic>.</p>
<fig id="F7" position="float">
<label>Figure 7</label>
<caption><p>miR-378a-3p inhibits proliferation of BRCA cells. <bold>(A)</bold> MiR-378a-3p expression in BRCA patients TCGA datasets. <bold>(B)</bold> MiR-378a-3p expression in BRCA cells. <bold>(C,D)</bold> CCK-8 assay of BRCA cell growth upon transfection with miR-378a-3p mimic or inhibitor. <bold>(E)</bold> Colony formation assay of BRCA cells upon transfection with miR-378a-3p mimic or control. <bold>(F)</bold> Ki67 analysis of BRCA cell growth upon transfection with miR-378a-3p mimic or control. <bold>(G)</bold> MiR-378a-3p expression in tumors upon transfection with miR-378a-3p mimic. <bold>(H)</bold> tumor weight. <bold>(I)</bold> tumor volume. <bold>(J)</bold> Ki67 levels in tumors transfected with miR-378a-3p mimic. All data are representative of at least three experiments. Data are presented as mean &#x000B1; SEM. &#x0002A;<italic>p</italic> &#x02264; 0.05, &#x0002A;&#x0002A;<italic>p</italic> &#x02264; 0.01.</p></caption>
<graphic xlink:href="fonc-11-641931-g0007.tif"/>
</fig></sec></sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Although considerable progress has been made in the development of BRCA diagnostics, as well as prognostic biosignatures, our knowledge of the molecular mechanisms underlying BRCA is still lacking. The present study found that DCTPP1 is upregulated in BRCA and that its expression strongly correlates with BRCA progression. Our data demonstrate that DCTPP1 has an oncogenic role associated with DNA repair signaling in BRCA cells and that miR-378a-3p negatively modulates it.</p>
<p>Mounting evidence suggests that elevated DCTPP1 expression is tumorigenic (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>). Herein, we investigated the expression of DCTPP1 in multiple BRCA datasets on TCGA and GEO. <xref ref-type="fig" rid="F1">Figure 1A</xref> shows the DCTPP1 expression profile in 33 cancers (GEPIA analysis). The UALCAN online tool analysis revealed that DCTPP1 transcription levels were remarkably different in BRCA patients with different ages, genders, disease stages, and nodal metastasis (<xref ref-type="fig" rid="F2">Figure 2</xref>). Especially in different BC types, expression of DCTPP1 was higher in the Luminal type than that in other types (<xref ref-type="fig" rid="F2">Figure 2G</xref>). Notably, <italic>DCTPP1</italic> expression significantly impacts BRCA prognosis [OS HR = 1.9, Logrank <italic>p</italic> = 0.00018, <italic>p</italic>(HR) = 0.00021; <xref ref-type="fig" rid="F3">Figure 3A</xref>]. Our xenograft mouse model of BRCA showed that DCTPP1 silencing suppresses tumor growth and <italic>in vitro</italic> assays confirmed that DCTPP1 silencing suppresses BRCA cell proliferation.</p>
<p>DCTPP1 has been reported to play an important role in DNA damage and genetic instability in both chromosomal and mitochondrial DNA in apoptosis and DNA repair (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B27">27</xref>). Our data showed that DCTPP1 silencing triggers DNA damage in BRCA cells, while its upregulation up-regulated the levels of DNA repair-associated factors, XRCC1, PARP1, and RAD51. DNA repair pathways are DNA damage response mechanisms (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>). DNA repair pathways influence cell survival and are anti-cancer therapeutic targets of radiotherapy and cytotoxic chemotherapy (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B31">31</xref>). &#x003B3;h2A is a major agent in DNA damage or repair (<xref ref-type="bibr" rid="B32">32</xref>). Our data showed that silencing DCTPP1 up-regulates &#x003B3;-H2AX expression. XRCC1 is reported to be activated via DNA damage, initiating cellular signaling cascades of great importance (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>). Multiple studies suggest that hepatocarcinogenesis is triggered by aggregated lesions, including chromosomal aberrations and DNA damage as a result of impaired DNA damage response and dysregulated DNA damage repair (<xref ref-type="bibr" rid="B35">35</xref>). Further studies are needed to determine if miRNAs regulate DCTPP1, which may allude to a modulatory feedback mechanism between these two factors.</p>
<p>miRNAs regulate the expression of their target genes in the post-transcriptional stage (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>) and play crucial roles in oncogenesis and loss of tumor suppression, they are implicated in multiple human cancers (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>). Herein, we demonstrated that miR-378a-3p serves as an upstream modulator of DCTPP1 and, using luciferase studies, found that it directly targets DCTPP1. MiR-378a-3p is dysregulated in some cancers, where it has tumor-suppressor functions (<xref ref-type="bibr" rid="B40">40</xref>&#x02013;<xref ref-type="bibr" rid="B42">42</xref>). We find that miR-378a-3p is downregulated in BRCA tissue, and its expression is negatively linked to tumor size. Moreover, we find it suppresses BRCA proliferation via DCTPP1/DNA repair signaling.</p>
<p>In summary, our data identify DCTPP1 as an oncogene in BRCA. miR-378a-3p as an upstream gene of DCTPP1 demonstrated the way that DCTPP1 modulates targeted genes and DNA repair cascades. Our findings that DCTPP1 controls BRCA proliferation uncover novel potential therapeutic strategies against BRCA.</p></sec>
<sec sec-type="data-availability-statement" id="s5">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p></sec>
<sec id="s6">
<title>Ethics Statement</title>
<p>All animal experiments adhered to guidelines by Institutional Animal Care and Use Committee of the Harbin Medical University.</p></sec>
<sec id="s7">
<title>Author Contributions</title>
<p>MN, MS, YL, and YS: conception and design. YL, YS, and J-gH: administrative support. MN, MS, and SS: provision of study materials or patients. MN, MS, and G-qZ: collection and assembly of data. MN, MS, YL, YS, J-gH, SS, X-sL, and G-qZ: data analysis and interpretation. All authors: manuscript writing and final approval of manuscript.</p></sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. The handling editor declared a shared affiliation with the authors at time of review.</p></sec>
</body>
<back><sec sec-type="supplementary-material" id="s8">
<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/fonc.2021.641931/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fonc.2021.641931/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 1</label>
<caption><p>Primer sequences.</p></caption> </supplementary-material>
<supplementary-material xlink:href="Image_1.JPEG" id="SM2" mimetype="image/jpeg" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Figure 1</label>
<caption><p>Expression of DCTPP1 in different BC cells. <bold>(A,B)</bold> DCTPP1 expression in different BC cell lines. Results are presented as mean &#x000B1; s.e.m. <sup>&#x0002A;</sup><italic>p</italic> &#x02264; 0.05 in contrast with the controls (MCF-10A).</p></caption> </supplementary-material>
<supplementary-material xlink:href="Image_2.JPEG" id="SM3" mimetype="image/jpeg" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Figure 2</label>
<caption><p><italic>DCTPP1</italic> and miR-378a-3p expression in BRCA cells. <bold>(A,B)</bold> DCTPP1 expression upon DCTPP1 silencing. <bold>(C,D)</bold> DCTPP1 expression upon DCTPP1 over-expression. <bold>(E)</bold> miR-378a-3p levels upon transfection with miR-378a-3p mimic, inhibitor, or NC. Results are presented as mean &#x000B1; s.e.m. <sup>&#x0002A;&#x0002A;</sup><italic>p</italic> &#x02264; 0.01, <sup>&#x0002A;</sup><italic>p</italic> &#x02264; 0.05 in contrast with the controls, <sup>NS</sup><italic>p</italic> &#x02265; 0.05 vs. controls.</p></caption> </supplementary-material></sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>J</given-names></name> <name><surname>Yu</surname> <given-names>K</given-names></name> <name><surname>Pang</surname> <given-names>D</given-names></name> <name><surname>Wang</surname> <given-names>C</given-names></name> <name><surname>Jiang</surname> <given-names>J</given-names></name> <name><surname>Yang</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Adjuvant capecitabine with docetaxel and cyclophosphamide plus epirubicin for triple-negative breast cancer (CBCSG010): an open-label, randomized, multicenter, phase III trial</article-title>. <source>J Clin Oncol.</source> (<year>2020</year>) <volume>38</volume>:<fpage>1774</fpage>&#x02013;<lpage>84</lpage>. <pub-id pub-id-type="doi">10.1200/JCO.19.02474</pub-id><pub-id pub-id-type="pmid">32275467</pub-id></citation></ref>
<ref id="B2">
<label>2.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>S</given-names></name> <name><surname>Liu</surname> <given-names>H</given-names></name> <name><surname>Wan</surname> <given-names>L</given-names></name> <name><surname>Zhang</surname> <given-names>W</given-names></name> <name><surname>Wang</surname> <given-names>Q</given-names></name> <name><surname>Zhang</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>The MS-lincRNA landscape reveals a novel lincRNA BCLIN25 that contributes to tumorigenesis by upregulating ERBB2 expression via epigenetic modification and RNA-RNA interactions in breast cancer</article-title>. <source>Cell Death Dis.</source> (<year>2019</year>) <volume>10</volume>:<fpage>920</fpage>. <pub-id pub-id-type="doi">10.1038/s41419-019-2137-5</pub-id><pub-id pub-id-type="pmid">31801944</pub-id></citation></ref>
<ref id="B3">
<label>3.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shao</surname> <given-names>Z</given-names></name> <name><surname>Pang</surname> <given-names>D</given-names></name> <name><surname>Yang</surname> <given-names>H</given-names></name> <name><surname>Li</surname> <given-names>W</given-names></name> <name><surname>Wang</surname> <given-names>S</given-names></name> <name><surname>Cui</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Efficacy, safety, and tolerability of pertuzumab, trastuzumab, and docetaxel for patients with early or locally advanced ERBB2-positive breast cancer in Asia: the PEONY phase 3 randomized clinical trial</article-title>. <source>JAMA Oncol.</source> (<year>2019</year>) <volume>6</volume>:<fpage>e193692</fpage>. <pub-id pub-id-type="doi">10.1001/jamaoncol.2019.3692</pub-id><pub-id pub-id-type="pmid">31647503</pub-id></citation></ref>
<ref id="B4">
<label>4.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>J</given-names></name> <name><surname>Sui</surname> <given-names>S</given-names></name> <name><surname>Wu</surname> <given-names>H</given-names></name> <name><surname>Zhang</surname> <given-names>J</given-names></name> <name><surname>Zhang</surname> <given-names>X</given-names></name> <name><surname>Xu</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>The transcriptional landscape of lncRNAs reveals the oncogenic function of LINC00511 in ER-negative breast cancer</article-title>. <source>Cell Death Dis.</source> (<year>2019</year>) <volume>10</volume>:<fpage>599</fpage>. <pub-id pub-id-type="doi">10.1038/s41419-019-1835-3</pub-id><pub-id pub-id-type="pmid">31395854</pub-id></citation></ref>
<ref id="B5">
<label>5.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Martinez-Arribas</surname> <given-names>B</given-names></name> <name><surname>Requena</surname> <given-names>CE</given-names></name> <name><surname>Perez-Moreno</surname> <given-names>G</given-names></name> <name><surname>Ruiz-Perez</surname> <given-names>LM</given-names></name> <name><surname>Vidal</surname> <given-names>AE</given-names></name> <name><surname>Gonzalez-Pacanowska</surname> <given-names>D</given-names></name></person-group>. <article-title>DCTPP1 prevents a mutator phenotype through the modulation of dCTP, dTTP and dUTP pools</article-title>. <source>Cell Mol Life Sci.</source> (<year>2020</year>) <volume>77</volume>:<fpage>1645</fpage>&#x02013;<lpage>60</lpage>. <pub-id pub-id-type="doi">10.1007/s00018-019-03250-x</pub-id><pub-id pub-id-type="pmid">31377845</pub-id></citation></ref>
<ref id="B6">
<label>6.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Song</surname> <given-names>FF</given-names></name> <name><surname>Xia</surname> <given-names>LL</given-names></name> <name><surname>Ji</surname> <given-names>P</given-names></name> <name><surname>Tang</surname> <given-names>YB</given-names></name> <name><surname>Huang</surname> <given-names>ZM</given-names></name> <name><surname>Zhu</surname> <given-names>L</given-names></name> <etal/></person-group>. <article-title>Human dCTP pyrophosphatase 1 promotes breast cancer cell growth and stemness through the modulation on 5-methyl-dCTP metabolism and global hypomethylation</article-title>. <source>Oncogenesis.</source> (<year>2015</year>) <volume>4</volume>:<fpage>e159</fpage>. <pub-id pub-id-type="doi">10.1038/oncsis.2015.10</pub-id><pub-id pub-id-type="pmid">26075750</pub-id></citation></ref>
<ref id="B7">
<label>7.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zauri</surname> <given-names>M</given-names></name> <name><surname>Berridge</surname> <given-names>G</given-names></name> <name><surname>Thezenas</surname> <given-names>ML</given-names></name> <name><surname>Pugh</surname> <given-names>KM</given-names></name> <name><surname>Goldin</surname> <given-names>R</given-names></name> <name><surname>Kessler</surname> <given-names>BM</given-names></name> <etal/></person-group>. <article-title>CDA directs metabolism of epigenetic nucleosides revealing a therapeutic window in cancer</article-title>. <source>Nature.</source> (<year>2015</year>) <volume>524</volume>:<fpage>114</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1038/nature14948</pub-id><pub-id pub-id-type="pmid">26200337</pub-id></citation></ref>
<ref id="B8">
<label>8.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Y</given-names></name> <name><surname>Ye</surname> <given-names>WY</given-names></name> <name><surname>Wang</surname> <given-names>JQ</given-names></name> <name><surname>Wang</surname> <given-names>SJ</given-names></name> <name><surname>Ji</surname> <given-names>P</given-names></name> <name><surname>Zhou</surname> <given-names>GY</given-names></name> <etal/></person-group>. <article-title>dCTP pyrophosphohydrase exhibits nucleic accumulation in multiple carcinomas</article-title>. <source>Eur J Histochem.</source> (<year>2013</year>) <volume>57</volume>:<fpage>e29</fpage>. <pub-id pub-id-type="doi">10.4081/ejh.2013.e29</pub-id><pub-id pub-id-type="pmid">24085278</pub-id></citation></ref>
<ref id="B9">
<label>9.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nassar</surname> <given-names>FJ</given-names></name> <name><surname>Nasr</surname> <given-names>R</given-names></name> <name><surname>Talhouk</surname> <given-names>R</given-names></name></person-group>. <article-title>MicroRNAs as biomarkers for early breast cancer diagnosis, prognosis and therapy prediction</article-title>. <source>Pharmacol Ther.</source> (<year>2017</year>) <volume>172</volume>:<fpage>34</fpage>&#x02013;<lpage>49</lpage>. <pub-id pub-id-type="doi">10.1016/j.pharmthera.2016.11.012</pub-id><pub-id pub-id-type="pmid">27916656</pub-id></citation></ref>
<ref id="B10">
<label>10.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fridrichova</surname> <given-names>I</given-names></name> <name><surname>Zmetakova</surname> <given-names>I</given-names></name></person-group>. <article-title>MicroRNAs contribute to breast cancer invasiveness</article-title>. <source>Cells.</source> (<year>2019</year>) <volume>8</volume>:<fpage>1361</fpage>. <pub-id pub-id-type="doi">10.3390/cells8111361</pub-id><pub-id pub-id-type="pmid">31683635</pub-id></citation></ref>
<ref id="B11">
<label>11.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bertoli</surname> <given-names>G</given-names></name> <name><surname>Cava</surname> <given-names>C</given-names></name> <name><surname>Castiglioni</surname> <given-names>I</given-names></name></person-group>. <article-title>MicroRNAs: new biomarkers for diagnosis, prognosis, therapy prediction and therapeutic tools for breast cancer</article-title>. <source>Theranostics.</source> (<year>2015</year>) <volume>5</volume>:<fpage>1122</fpage>&#x02013;<lpage>43</lpage>. <pub-id pub-id-type="doi">10.7150/thno.11543</pub-id><pub-id pub-id-type="pmid">26199650</pub-id></citation></ref>
<ref id="B12">
<label>12.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>Q</given-names></name> <name><surname>Peng</surname> <given-names>F</given-names></name> <name><surname>Chen</surname> <given-names>J</given-names></name></person-group>. <article-title>The role of exosomal microRNAs in the tumor microenvironment of breast cancer</article-title>. <source>Int J Mol Sci.</source> (<year>2019</year>) <volume>20</volume>:<fpage>3884</fpage>. <pub-id pub-id-type="doi">10.3390/ijms20163884</pub-id><pub-id pub-id-type="pmid">31395836</pub-id></citation></ref>
<ref id="B13">
<label>13.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>B</given-names></name> <name><surname>Mao</surname> <given-names>JH</given-names></name> <name><surname>Wang</surname> <given-names>BY</given-names></name> <name><surname>Wang</surname> <given-names>LX</given-names></name> <name><surname>Wen</surname> <given-names>HY</given-names></name> <name><surname>Xu</surname> <given-names>LJ</given-names></name> <etal/></person-group>. <article-title>Exosomal miR-1910-3p promotes proliferation, metastasis, and autophagy of breast cancer cells by targeting MTMR3 and activating the NF-kappaB signaling pathway</article-title>. <source>Cancer Lett.</source> (<year>2020</year>) <volume>489</volume>:<fpage>87</fpage>&#x02013;<lpage>99</lpage>. <pub-id pub-id-type="doi">10.1016/j.canlet.2020.05.038</pub-id><pub-id pub-id-type="pmid">32531321</pub-id></citation></ref>
<ref id="B14">
<label>14.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Elango</surname> <given-names>R</given-names></name> <name><surname>Alsaleh</surname> <given-names>KA</given-names></name> <name><surname>Vishnubalaji</surname> <given-names>R</given-names></name> <name><surname>Manikandan</surname> <given-names>M</given-names></name> <name><surname>Ali</surname> <given-names>AM</given-names></name> <name><surname>Abd</surname> <given-names>El-Aziz N</given-names></name> <etal/></person-group>. <article-title>MicroRNA expression profiling on paired primary and lymph node metastatic breast cancer revealed distinct microRNA profile associated With LNM</article-title>. <source>Front Oncol.</source> (<year>2020</year>) <volume>10</volume>:<fpage>756</fpage>. <pub-id pub-id-type="doi">10.3389/fonc.2020.00756</pub-id><pub-id pub-id-type="pmid">32509578</pub-id></citation></ref>
<ref id="B15">
<label>15.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rinnerthaler</surname> <given-names>G</given-names></name> <name><surname>Gampenrieder</surname> <given-names>SP</given-names></name> <name><surname>Hackl</surname> <given-names>H</given-names></name> <name><surname>Steiner</surname> <given-names>M</given-names></name> <name><surname>Monzo-Fuentes</surname> <given-names>C</given-names></name> <name><surname>Melchardt</surname> <given-names>T</given-names></name> <etal/></person-group>. <article-title>Low expression of miR-20a-5p predicts benefit to bevacizumab in metastatic breast cancer patients treated within the TANIA phase III trial</article-title>. <source>J Clin Med.</source> (<year>2020</year>) <volume>9</volume>:<fpage>1663</fpage>. <pub-id pub-id-type="doi">10.3390/jcm9061663</pub-id><pub-id pub-id-type="pmid">32492882</pub-id></citation></ref>
<ref id="B16">
<label>16.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhu</surname> <given-names>L</given-names></name> <name><surname>Jiang</surname> <given-names>S</given-names></name> <name><surname>Yu</surname> <given-names>S</given-names></name> <name><surname>Liu</surname> <given-names>X</given-names></name> <name><surname>Pu</surname> <given-names>S</given-names></name> <name><surname>Xie</surname> <given-names>P</given-names></name> <etal/></person-group>. <article-title>Increased SIX-1 expression promotes breast cancer metastasis by regulating lncATB-miR-200s-ZEB1 axis</article-title>. <source>J Cell Mol Med.</source> (<year>2020</year>) <volume>24</volume>:<fpage>5290</fpage>&#x02013;<lpage>303</lpage>. <pub-id pub-id-type="doi">10.1111/jcmm.15185</pub-id><pub-id pub-id-type="pmid">32227618</pub-id></citation></ref>
<ref id="B17">
<label>17.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guo</surname> <given-names>XB</given-names></name> <name><surname>Zhang</surname> <given-names>XC</given-names></name> <name><surname>Chen</surname> <given-names>P</given-names></name> <name><surname>Ma</surname> <given-names>LM</given-names></name> <name><surname>Shen</surname> <given-names>ZQ</given-names></name></person-group>. <article-title>miR378a3p inhibits cellular proliferation and migration in glioblastoma multiforme by targeting tetraspanin 17</article-title>. <source>Oncol Rep.</source> (<year>2019</year>) <volume>42</volume>:<fpage>1957</fpage>&#x02013;<lpage>71</lpage>. <pub-id pub-id-type="doi">10.3892/or.2019.7283</pub-id><pub-id pub-id-type="pmid">31432186</pub-id></citation></ref>
<ref id="B18">
<label>18.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>ZH</given-names></name> <name><surname>Yao</surname> <given-names>TZ</given-names></name> <name><surname>Liu</surname> <given-names>W</given-names></name></person-group>. <article-title>miR-378a-3p sensitizes ovarian cancer cells to cisplatin through targeting MAPK1/GRB2</article-title>. <source>Biomed Pharmacother.</source> (<year>2018</year>) <volume>107</volume>:<fpage>1410</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1016/j.biopha.2018.08.132</pub-id><pub-id pub-id-type="pmid">30257357</pub-id></citation></ref>
<ref id="B19">
<label>19.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dalmasso</surname> <given-names>B</given-names></name> <name><surname>Hatse</surname> <given-names>S</given-names></name> <name><surname>Brouwers</surname> <given-names>B</given-names></name> <name><surname>Laenen</surname> <given-names>A</given-names></name> <name><surname>Berben</surname> <given-names>L</given-names></name> <name><surname>Kenis</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Age-related microRNAs in older breast cancer patients: biomarker potential and evolution during adjuvant chemotherapy</article-title>. <source>BMC Cancer.</source> (<year>2018</year>) <volume>18</volume>:<fpage>1014</fpage>. <pub-id pub-id-type="doi">10.1186/s12885-018-4920-6</pub-id><pub-id pub-id-type="pmid">30348127</pub-id></citation></ref>
<ref id="B20">
<label>20.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chatterjee</surname> <given-names>N</given-names></name> <name><surname>Walker</surname> <given-names>GC</given-names></name></person-group>. <article-title>Mechanisms of DNA damage, repair, and mutagenesis</article-title>. <source>Environ Mol Mutagen.</source> (<year>2017</year>) <volume>58</volume>:<fpage>235</fpage>&#x02013;<lpage>63</lpage>. <pub-id pub-id-type="doi">10.1002/em.22087</pub-id><pub-id pub-id-type="pmid">28485537</pub-id></citation></ref>
<ref id="B21">
<label>21.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>C</given-names></name> <name><surname>Han</surname> <given-names>J</given-names></name> <name><surname>Yao</surname> <given-names>Q</given-names></name> <name><surname>Zou</surname> <given-names>C</given-names></name> <name><surname>Xu</surname> <given-names>Y</given-names></name> <name><surname>Zhang</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Subpathway-GM: identification of metabolic subpathways via joint power of interesting genes and metabolites and their topologies within pathways</article-title>. <source>Nucleic Acids Res.</source> (<year>2013</year>) <volume>41</volume>:<fpage>e101</fpage>. <pub-id pub-id-type="doi">10.1093/nar/gkt161</pub-id><pub-id pub-id-type="pmid">23482392</pub-id></citation></ref>
<ref id="B22">
<label>22.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Qiao</surname> <given-names>K</given-names></name> <name><surname>Ning</surname> <given-names>S</given-names></name> <name><surname>Wan</surname> <given-names>L</given-names></name> <name><surname>Wu</surname> <given-names>H</given-names></name> <name><surname>Wang</surname> <given-names>Q</given-names></name> <name><surname>Zhang</surname> <given-names>X</given-names></name> <etal/></person-group>. <article-title>LINC00673 is activated by YY1 and promotes the proliferation of breast cancer cells via the miR-515-5p/MARK4/Hippo signaling pathway</article-title>. <source>J Exp Clin Cancer Res.</source> (<year>2019</year>) <volume>38</volume>:<fpage>418</fpage>. <pub-id pub-id-type="doi">10.1186/s13046-019-1421-7</pub-id><pub-id pub-id-type="pmid">32782003</pub-id></citation></ref>
<ref id="B23">
<label>23.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>F</given-names></name> <name><surname>Xu</surname> <given-names>B</given-names></name> <name><surname>Li</surname> <given-names>J</given-names></name> <name><surname>Yang</surname> <given-names>X</given-names></name> <name><surname>Gu</surname> <given-names>J</given-names></name> <name><surname>Yao</surname> <given-names>X</given-names></name> <etal/></person-group>. <article-title>Hypoxic tumour cell-derived exosomal miR-340-5p promotes radioresistance of oesophageal squamous cell carcinoma via KLF10</article-title>. <source>J Exp Clin Cancer Res.</source> (<year>2021</year>) <volume>40</volume>:<fpage>38</fpage>. <pub-id pub-id-type="doi">10.1186/s13046-021-01834-9</pub-id><pub-id pub-id-type="pmid">33485367</pub-id></citation></ref>
<ref id="B24">
<label>24.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sobczak</surname> <given-names>M</given-names></name> <name><surname>Pitt</surname> <given-names>AR</given-names></name> <name><surname>Spickett</surname> <given-names>CM</given-names></name> <name><surname>Robaszkiewicz</surname> <given-names>A</given-names></name></person-group>. <article-title>PARP1 co-regulates EP300-BRG1-dependent transcription of genes involved in breast cancer cell proliferation and DNA repair</article-title>. <source>Cancers (Basel)</source>. (<year>2019</year>) <volume>11</volume>:<fpage>1539</fpage>. <pub-id pub-id-type="doi">10.3390/cancers11101539</pub-id><pub-id pub-id-type="pmid">31614656</pub-id></citation></ref>
<ref id="B25">
<label>25.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rahman</surname> <given-names>MM</given-names></name> <name><surname>Brane</surname> <given-names>AC</given-names></name> <name><surname>Tollefsbol</surname> <given-names>TO</given-names></name></person-group>. <article-title>MicroRNAs and epigenetics strategies to reverse breast cancer</article-title>. <source>Cells.</source> (<year>2019</year>) <volume>8</volume>:<fpage>1214</fpage>. <pub-id pub-id-type="doi">10.3390/cells8101214</pub-id><pub-id pub-id-type="pmid">31597272</pub-id></citation></ref>
<ref id="B26">
<label>26.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jordaens</surname> <given-names>S</given-names></name> <name><surname>Cooksey</surname> <given-names>L</given-names></name> <name><surname>Bonney</surname> <given-names>S</given-names></name> <name><surname>Orchard</surname> <given-names>L</given-names></name> <name><surname>Coutinho</surname> <given-names>M</given-names></name> <name><surname>Van Tendeloo</surname> <given-names>V</given-names></name> <etal/></person-group>. <article-title>Serum profiling identifies ibrutinib as a treatment option for young adults with B-cell acute lymphoblastic leukaemia</article-title>. <source>Br J Haematol.</source> (<year>2020</year>) <volume>189</volume>:<fpage>500</fpage>&#x02013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.1111/bjh.16407</pub-id><pub-id pub-id-type="pmid">32064588</pub-id></citation></ref>
<ref id="B27">
<label>27.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Scaletti</surname> <given-names>E</given-names></name> <name><surname>Claesson</surname> <given-names>M</given-names></name> <name><surname>Helleday</surname> <given-names>T</given-names></name> <name><surname>Jemth</surname> <given-names>AS</given-names></name> <name><surname>Stenmark</surname> <given-names>P</given-names></name></person-group>. <article-title>The first structure of an active mammalian dCTPase and its complexes with substrate analogs and products</article-title>. <source>J Mol Biol.</source> (<year>2020</year>) <volume>432</volume>:<fpage>1126</fpage>&#x02013;<lpage>42</lpage>. <pub-id pub-id-type="doi">10.1016/j.jmb.2020.01.005</pub-id><pub-id pub-id-type="pmid">31954130</pub-id></citation></ref>
<ref id="B28">
<label>28.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xie</surname> <given-names>C</given-names></name> <name><surname>Li</surname> <given-names>N</given-names></name> <name><surname>Wang</surname> <given-names>H</given-names></name> <name><surname>He</surname> <given-names>C</given-names></name> <name><surname>Hu</surname> <given-names>Y</given-names></name> <name><surname>Peng</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Inhibition of autophagy aggravates DNA damage response and gastric tumorigenesis via Rad51 ubiquitination in response to <italic>H. pylori</italic> infection</article-title>. <source>Gut Microbes.</source> (<year>2020</year>) <volume>11</volume>:<fpage>1567</fpage>&#x02013;<lpage>89</lpage>. <pub-id pub-id-type="doi">10.1080/19490976.2020.1774311</pub-id></citation>
</ref>
<ref id="B29">
<label>29.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Suo</surname> <given-names>D</given-names></name> <name><surname>Wang</surname> <given-names>Z</given-names></name> <name><surname>Li</surname> <given-names>L</given-names></name> <name><surname>Chen</surname> <given-names>Q</given-names></name> <name><surname>Zeng</surname> <given-names>T</given-names></name> <name><surname>Liu</surname> <given-names>R</given-names></name> <etal/></person-group>. <article-title>HOXC10 upregulation confers resistance to chemoradiotherapy in ESCC tumor cells and predicts poor prognosis</article-title>. <source>Oncogene.</source> (<year>2020</year>) <volume>39</volume>:<fpage>5441</fpage>&#x02013;<lpage>54</lpage>. <pub-id pub-id-type="doi">10.1038/s41388-020-1375-4</pub-id><pub-id pub-id-type="pmid">32587398</pub-id></citation></ref>
<ref id="B30">
<label>30.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>D</given-names></name> <name><surname>Zhou</surname> <given-names>Z</given-names></name> <name><surname>Wu</surname> <given-names>E</given-names></name> <name><surname>Ouyang</surname> <given-names>C</given-names></name> <name><surname>Wei</surname> <given-names>G</given-names></name> <name><surname>Wang</surname> <given-names>Y</given-names></name> <etal/></person-group>. <article-title>LRIK interacts with the Ku70-Ku80 heterodimer enhancing the efficiency of NHEJ repair</article-title>. <source>Cell Death Differ.</source> (<year>2020</year>) <volume>27</volume>:<fpage>3337</fpage>&#x02013;<lpage>53</lpage>. <pub-id pub-id-type="doi">10.1038/s41418-020-0581-5</pub-id><pub-id pub-id-type="pmid">32587379</pub-id></citation></ref>
<ref id="B31">
<label>31.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Carraway</surname> <given-names>HE</given-names></name> <name><surname>Malkaram</surname> <given-names>SA</given-names></name> <name><surname>Cen</surname> <given-names>Y</given-names></name> <name><surname>Shatnawi</surname> <given-names>A</given-names></name> <name><surname>Fan</surname> <given-names>J</given-names></name> <name><surname>Ali</surname> <given-names>HEA</given-names></name> <etal/></person-group>. <article-title>Activation of SIRT6 by DNA hypomethylating agents and clinical consequences on combination therapy in leukemia</article-title>. <source>Sci Rep.</source> (<year>2020</year>) <volume>10</volume>:<fpage>10325</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-020-67170-8</pub-id><pub-id pub-id-type="pmid">32968125</pub-id></citation></ref>
<ref id="B32">
<label>32.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>T</given-names></name> <name><surname>Tu</surname> <given-names>Y</given-names></name> <name><surname>Wang</surname> <given-names>K</given-names></name> <name><surname>Gong</surname> <given-names>S</given-names></name> <name><surname>Zhang</surname> <given-names>G</given-names></name> <name><surname>Zhang</surname> <given-names>Y</given-names></name> <etal/></person-group>. <article-title>Associations of blood lead levels with multiple genotoxic biomarkers among workers in China: a population-based study</article-title>. <source>Environ Pollut.</source> (<year>2020</year>) <volume>273</volume>:<fpage>116181</fpage>. <pub-id pub-id-type="doi">10.1016/j.envpol.2020.116181</pub-id><pub-id pub-id-type="pmid">33508628</pub-id></citation></ref>
<ref id="B33">
<label>33.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rajagopal</surname> <given-names>T</given-names></name> <name><surname>Seshachalam</surname> <given-names>A</given-names></name> <name><surname>Rathnam</surname> <given-names>KK</given-names></name> <name><surname>Jothi</surname> <given-names>A</given-names></name> <name><surname>Viswanathan</surname> <given-names>S</given-names></name> <name><surname>Talluri</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>DNA repair genes hOGG1, XRCC1 and ERCC2 polymorphisms and their molecular mapping in breast cancer patients from India</article-title>. <source>Mol Biol Rep.</source> (<year>2020</year>) <volume>47</volume>:<fpage>5081</fpage>&#x02013;<lpage>90</lpage>. <pub-id pub-id-type="doi">10.1007/s11033-020-05577-2</pub-id><pub-id pub-id-type="pmid">32519309</pub-id></citation></ref>
<ref id="B34">
<label>34.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kalasova</surname> <given-names>I</given-names></name> <name><surname>Hailstone</surname> <given-names>R</given-names></name> <name><surname>Bublitz</surname> <given-names>J</given-names></name> <name><surname>Bogantes</surname> <given-names>J</given-names></name> <name><surname>Hofmann</surname> <given-names>W</given-names></name> <name><surname>Leal</surname> <given-names>A</given-names></name> <etal/></person-group>. <article-title>Pathological mutations in PNKP trigger defects in DNA single-strand break repair but not DNA double-strand break repair</article-title>. <source>Nucleic Acids Res.</source> (<year>2020</year>) <volume>48</volume>:<fpage>6672</fpage>&#x02013;<lpage>84</lpage>. <pub-id pub-id-type="doi">10.1093/nar/gkaa489</pub-id><pub-id pub-id-type="pmid">32504494</pub-id></citation></ref>
<ref id="B35">
<label>35.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kaiser</surname> <given-names>RWJ</given-names></name> <name><surname>Erber</surname> <given-names>J</given-names></name> <name><surname>Hopker</surname> <given-names>K</given-names></name> <name><surname>Fabretti</surname> <given-names>F</given-names></name> <name><surname>Muller</surname> <given-names>RU</given-names></name></person-group>. <article-title>AATF/Che-1-An RNA binding protein at the nexus of DNA damage response and ribosome biogenesis</article-title>. <source>Front Oncol.</source> (<year>2020</year>) <volume>10</volume>:<fpage>919</fpage>. <pub-id pub-id-type="doi">10.3389/fonc.2020.00919</pub-id><pub-id pub-id-type="pmid">32587828</pub-id></citation></ref>
<ref id="B36">
<label>36.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Okuno</surname> <given-names>J</given-names></name> <name><surname>Miyake</surname> <given-names>T</given-names></name> <name><surname>Sota</surname> <given-names>Y</given-names></name> <name><surname>Tanei</surname> <given-names>T</given-names></name> <name><surname>Kagara</surname> <given-names>N</given-names></name> <name><surname>Naoi</surname> <given-names>Y</given-names></name> <etal/></person-group>. <article-title>Development of prediction model including microRNA expression for sentinel lymph node metastasis in ER-positive and HER2-negative breast cancer</article-title>. <source>Ann Surg Oncol.</source> (<year>2020</year>) <volume>28</volume>:<fpage>310</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1245/s10434-020-08735-9</pub-id><pub-id pub-id-type="pmid">32583195</pub-id></citation></ref>
<ref id="B37">
<label>37.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gibadulinova</surname> <given-names>A</given-names></name> <name><surname>Bullova</surname> <given-names>P</given-names></name> <name><surname>Strnad</surname> <given-names>H</given-names></name> <name><surname>Pohlodek</surname> <given-names>K</given-names></name> <name><surname>Jurkovicova</surname> <given-names>D</given-names></name> <name><surname>Takacova</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>CAIX-mediated control of LIN28/let-7 axis contributes to metabolic adaptation of breast cancer cells to hypoxia</article-title>. <source>Int J Mol Sci.</source> (<year>2020</year>) <volume>21</volume>:<fpage>4299</fpage>. <pub-id pub-id-type="doi">10.3390/ijms21124299</pub-id><pub-id pub-id-type="pmid">32560271</pub-id></citation></ref>
<ref id="B38">
<label>38.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>Y</given-names></name> <name><surname>Wu</surname> <given-names>N</given-names></name> <name><surname>Liu</surname> <given-names>L</given-names></name> <name><surname>Dong</surname> <given-names>H</given-names></name> <name><surname>Liu</surname> <given-names>X</given-names></name></person-group>. <article-title>microRNA-128-3p overexpression inhibits breast cancer stem cell characteristics through suppression of Wnt signalling pathway by down-regulating NEK2</article-title>. <source>J Cell Mol Med.</source> (<year>2020</year>) <volume>24</volume>:<fpage>7353</fpage>&#x02013;<lpage>69</lpage>. <pub-id pub-id-type="doi">10.1111/jcmm.15317</pub-id><pub-id pub-id-type="pmid">32558224</pub-id></citation></ref>
<ref id="B39">
<label>39.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Q</given-names></name> <name><surname>Li</surname> <given-names>T</given-names></name> <name><surname>Wang</surname> <given-names>Z</given-names></name> <name><surname>Kuang</surname> <given-names>X</given-names></name> <name><surname>Shao</surname> <given-names>N</given-names></name> <name><surname>Lin</surname> <given-names>Y</given-names></name></person-group>. <article-title>lncRNA NR2F1-AS1 promotes breast cancer angiogenesis through activating IGF-1/IGF-1R/ERK pathway</article-title>. <source>J Cell Mol Med.</source> (<year>2020</year>)<volume>24</volume>:<fpage>8236</fpage>&#x02013;<lpage>47</lpage>. <pub-id pub-id-type="doi">10.1111/jcmm.15499</pub-id><pub-id pub-id-type="pmid">32548873</pub-id></citation></ref>
<ref id="B40">
<label>40.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huang</surname> <given-names>X</given-names></name> <name><surname>Yang</surname> <given-names>Y</given-names></name> <name><surname>Yang</surname> <given-names>C</given-names></name> <name><surname>Li</surname> <given-names>H</given-names></name> <name><surname>Cheng</surname> <given-names>H</given-names></name> <name><surname>Zheng</surname> <given-names>Y</given-names></name></person-group>. <article-title>Overexpression of LBX2 associated with tumor progression and poor prognosis in colorectal cancer</article-title>. <source>Oncol Lett.</source> (<year>2020</year>) <volume>19</volume>:<fpage>3751</fpage>&#x02013;<lpage>60</lpage>. <pub-id pub-id-type="doi">10.3892/ol.2020.11489</pub-id><pub-id pub-id-type="pmid">32382328</pub-id></citation></ref>
<ref id="B41">
<label>41.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Y</given-names></name> <name><surname>Yu</surname> <given-names>R</given-names></name> <name><surname>Li</surname> <given-names>L</given-names></name></person-group>. <article-title>LINC00641 hinders the progression of cervical cancer by targeting miR-378a-3p/CPEB3</article-title>. <source>J Gene Med.</source> (<year>2020</year>) <volume>22</volume>:<fpage>e3212</fpage>. <pub-id pub-id-type="doi">10.1002/jgm.3212</pub-id><pub-id pub-id-type="pmid">32367630</pub-id></citation></ref>
<ref id="B42">
<label>42.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Briand</surname> <given-names>J</given-names></name> <name><surname>Garnier</surname> <given-names>D</given-names></name> <name><surname>Nadaradjane</surname> <given-names>A</given-names></name> <name><surname>Clement-Colmou</surname> <given-names>K</given-names></name> <name><surname>Potiron</surname> <given-names>V</given-names></name> <name><surname>Supiot</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Radiotherapy-induced overexpression of exosomal miRNA-378a-3p in cancer cells limits natural killer cells cytotoxicity</article-title>. <source>Epigenomics.</source> (<year>2020</year>) <volume>12</volume>:<fpage>397</fpage>&#x02013;<lpage>408</lpage>. <pub-id pub-id-type="doi">10.2217/epi-2019-0193</pub-id><pub-id pub-id-type="pmid">32267172</pub-id></citation></ref>
</ref-list>
<fn-group>
<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> This work was supported by the Heilongjiang Postdoctoral Foundation (LBH-Z16246), Heilongjiang Health and Family Planning Commission Foundation (2016-085), the Innovation Scientific Research Fund of Harbin Medical University (2017LCZX81), the Heilongjiang Province Science Fund (QC2015113), and the Heilongjiang Postdoctoral Foundation (LBH-Z17209).</p>
</fn>
</fn-group>
</back>
</article> 