Literature DB >> 30730996

Clinicopathological characterization of SMAD4-mutated intestinal adenocarcinomas: A case-control study.

Xiaoyan Liao1,2, Yansheng Hao1, Xiaofei Zhang1, Stephen Ward1, Jane Houldsworth1, Alexandros D Polydorides1, Noam Harpaz1.   

Abstract

The SMAD4 tumor suppressor gene product inhibits transforming growth factor-β-mediated signaling and is mutated in ~10% of colorectal carcinomas. The prognostic significance of SMAD4 mutations has been controversial. We studied the pathological and clinical characteristics of SMAD4-mutated intestinal adenocarcinomas using a retrospective case-control study design. Cases and controls were identified among 443 primary adenocarcinomas that had undergone next generation DNA sequencing (NGS) with the Ion AmpliSeq Cancer Hotspot Panel v2, which evaluates 50 cancer-related genes. Twenty-eight SMAD4-mutated (SMAD4m) patients were matched 1:2 with 56 consecutive SMAD4 wild-type (SMAD4wt) control patients from the same analysis stream. Compared with the SMAD4wt controls, the SMAD4m tumors were of higher stage (P = 0.026) and were more likely to feature mucinous differentiation (P = 0.0000), to occur in the setting of Crohn's disease (P = 0.0041), and to harbor concurrent RAS mutations (P = 0.0178). Tumor mucin content was significantly correlated with mutations involving the MH2 domain of the SMAD4 protein (P = 0.0338). Correspondence between mutation sites and morphology was demonstrated directly in a mixed adenocarcinoma and neuroendocrine tumor where SMAD4 mutations involving different protein domains were found in histologically disparate tumor regions despite both containing identical KRAS and TP53 mutations.

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Year:  2019        PMID: 30730996      PMCID: PMC6366887          DOI: 10.1371/journal.pone.0212142

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


Introduction

The transforming growth factor (TGF)-β signaling pathway is an important regulator of cellular and molecular processes in development and disease [1]. Among its downstream effectors, the SMAD4 tumor suppressor gene product is important in intestinal carcinogenesis. Germline mutations in SMAD4 cause juvenile polyposis syndrome (JPS) with an autosomal dominantly inherited predisposition to multiple gastrointestinal polyps and cancer [2]. SMAD4 mutations have recently been reported in 5–20% sporadic colorectal carcinomas (CRC) where they were associated with distant metastases and/or poor prognosis in some studies but not others [3-7]. Missense mutations in the MH2 domain were the most common alterations. SMAD4 mutations have also been observed in cancers with mucinous differentiation, especially those of high grade [8-11]. We carried out a retrospective case-control study aimed at characterizing the distinctive clinicopathological features of SMAD4-mutated intestinal adenocarcinomas (ACAs).

Materials and methods

Study population

We identified all primary ACAs of the large and small intestine (excluding the appendix) that underwent surgical resection and next generation sequencing (NGS) at our institution between 2013 and 2017. Information regarding the patients’ age, sex, family history, and any prior diagnosis of IBD were obtained from the electronic medical records. Patients that underwent neoadjuvant therapy before genetic analysis were excluded. For each SMAD4m tumor, the subsequent two SMAD4wt specimens in the analysis stream which contained other mutations were selected as controls. Participant consent for this study was waived by the Institutional Review Board (IRB) of the Icahn School of Medicine at Mount Sinai.

Histology and immunohistochemistry

Tumor grading and classification were assigned according to the WHO 2010 criteria [12]. Immunohistochemical stains were performed on a Dako Omnis or Ventana Ultra instrument. All antibodies were purchased as prediluted or optimized reagents, including Chromogranin (1:200, Dako, Santa Clara, CA), and SMAD4 (1:400, Abcam, Cambridge, MA). Mismatch repair status was determined by immunohistochemical staining for expression of MLH1, PMS2, MSH2 and MSH6 (pre-diluted, Dako).

Next generation sequencing

Genomic DNA extraction was performed on paraffin-embedded tissue sections using the H&E-stained section as a guide and a cutoff of 60% tumor cellularity. DNA was amplified by multiplex PCR of targeted sequences in 50 genes using the Ion AmpliSeq Cancer Hotspot Panel v2 to generate an amplicon library. The genes included in this panel were ABL1, AKT1, ALK, APC, ATM, BRAF, CDH1, CDKN2A, CSF1R, CTNNB1, EGFR, ERBB2, ERBB4, EZH2, FBXW7, FGFR1, FGFR2, FGFR3, FLT3, GNA11,GNAS,GNAQ, HNF1A, HRAS, IDH1, IDH2, JAK2, JAK3, KDR, KIT, KRAS, MET, MLH1,MPL, NOTCH1, NPM1, NRAS, PDGFRA, PIK3CA, PTEN, PTPN11, RB1, RET, SMAD4, SMARCB1, SMO, SRC, STK11, TP53, VHL. The library was then clonally amplified by emulsion PCR, enriched and sequenced using the Ion AmpliSeq Cancer Hotspot Panel (v2, Thermo Fisher). The detection limit of this assay is 5% mutant alleles in a background of wild-type alleles. Reported variants from early cases were re-confirmed not to represent germline variants.

Statistical analysis

Chi-square or Fisher’s exact test was applied with statistical significance defined as P<0.05. All analyses were performed using SAS version 9.2 (SAS Institute, Cary, NC, USA).

Results

Of 443 primary intestinal ACAs (6 small bowel and 437 colorectal) that underwent sequencing, 28 (6.3%) harbored SMAD4 mutations (SMAD4m). Based on the entire cohort, SMAD4 mutations were significantly more prevalent among patients with Crohn’s disease than others (4/7 [57%] vs. 24/436 [5.5%], P = 0.0041; 3/5 [60%] vs. 24/436 [5.5%], P<0.0001 for CRCs only). The SMAD4m ACAs were then matched to ACAs with no mutations in SMAD4 (SMAD4wt) from 56 patients, serving as controls. There were no significant differences between case and control groups with respect to patient’s age, gender or tumor location (Table 1). The proportion of ACAs with nodal metastases were significantly higher among cases compared to the controls (74% vs. 46%, P = 0.036, respectively). In addition, SMAD4m cases were significantly more likely to present at a higher overall TNM stage compared to controls (P = 0.026). Further review showed a higher proportion of tumor deposits in adipose tissue (9/19 [47%] vs. 12/56 [21%], P = 0.0296), and a higher percentage of lymph node metastasis (97/389 [25%] vs. 119/1167 [10%], P<0.0001) in cases than controls.
Table 1

Clinicopathological characteristics of SMAD4m cases and SMAD4wt controls.

 SMAD4mSMAD4wtP_value
  Patients (N)2856
  Median age (range)63 (38–83)64 (34–85)NS
  SexMale17 (61%)26 (46%)NS
Female11 (39%)30 (54%)
  Cases (N) 2857#
  Tumor siteTerminal ileum/ICV2 (7%)2 (4%)NS
Cecum/Ascending colon10 (36%)21 (37%)NS
Transverse colon2 (7%)10 (18%)NS
Descending colon1 (4%)1 (2%)NS
Rectosigmoid8 (29%)23 (40%)NS
NOS5 (18%)*0NS
Cases (N)22*56
  Nodal metastasisNone6 (27%)30 (54%)0.036
Present16 (73%)26 (46%)
TNM stageStage I2 (9%)7 (13%)0.026
Stage II4 (18%)23 (41%)
Stage III10 (45%)23 (41%)
Stage IV6 (27%)3 (5%)

*Six SMAD4m tumors were metastatic with a diagnosis of colorectal cancer based on a combination of histopathology findings, clinical and imaging data.

#One control patient had two synchronous tumors, one from cecum, and one from transverse colon, which were staged according to the highest.

*Six SMAD4m tumors were metastatic with a diagnosis of colorectal cancer based on a combination of histopathology findings, clinical and imaging data. #One control patient had two synchronous tumors, one from cecum, and one from transverse colon, which were staged according to the highest. Compared to SMAD4wt controls, SMAD4m ACAs were significantly more likely to be classified as mucinous (>50% mucin content, 17/28 [68%] vs. 9/58 [14%], P<0.00001; Table 2) or as having mucinous features (>5% mucin content, 9/28 [32%] vs. 4/54 [7%], P = 0.0022). Importantly, this association correlated with the protein domain harboring the mutation, where 10 of 12 (83%) SMAD4m ACAs that carried mutations in the MH2 domain had mucinous features (>5% mucin content), compared with 7 of 16 (44%) SMAD4m ACAs having mucinous features when the mutation involved other SMAD4 domains (P = .0338).
Table 2

SMAD4 mutations and mucinous differentiation.

SMAD4m (N = 28)SMAD4wt (N = 57)P_value
MucinousYes17 (68%)9 (16%)<0.00001
differentiationNo/unknown11 (32%)48 (84%)
MH2 domain (N = 12)Other domains (N = 16)
MucinousYes10 (83%)7 (44%)0.0338
differentiationNo/unknown2 (17%)9 (56%)
In all cases, SMAD4 mutations were accompanied by mutations in other genes (Table 3, S1 Table). The most frequent were RAS mutations, i.e., KRAS (n = 20) and NRAS (n = 2). Cumulatively, RAS mutations occurred at a higher rate in SMADm cases than in the SMAD4wt control group (79% vs 52%, P = 0.0178). Nevertheless, mucinous differentiation in SMAD4m cases occurred independently of KRAS mutation status, i.e. SAMD4m/RAS wild-type tumors and SMAD4m/RAS mutated tumors have similar frequency of mucinous features (2/5 [40%] vs. 15/23 [65%], P = 0.583). Other recurrent mutations involving TP53, APC, PIK3CA, and BRAF were less common and occurred at similar rates between the two groups. Rare mutations in FBXW7, PTEN, ATM, and CTNNB1 were also detected, but were too few for statistical comparison. A slightly higher proportion of SMAD4m than SMAD4wt tumors were MMR proficient (20/22 [91%] vs. 40/54 [74%]); however, the difference did not reach statistical significance (P = 0.103).
Table 3

Molecular characteristics of SMAD4m tumors.

  SMAD4mSMAD4wtP_value
Cases (N)2856*
Genetic mutationsKRAS/NRAS22 (79%)29 (52%)0.0178
TP5313(46%)26 (46%)NS
APC11(39%)18 (32%)NS
PIK3CA3 (11%)14 (25%)NS
BRAF2 (7%)11 (20%)NS
FBXW72 (7%)5 (9%)NS
PTEN1 (4%)4 (7%)NS
ATM1 (4%)3 (5%)NS
CTNNB103 (5%)NS
Cases tested (N)2254
MMR by IHCMSS20 (91%)40 (74%)0.103
MSI-H2 (9%)14 (26%)

* The control patient with two synchronous tumors had only transverse colon tumor sequenced.

* The control patient with two synchronous tumors had only transverse colon tumor sequenced. Correspondence between the site of SMAD4 mutation and tumor morphology was demonstrated directly in a case of mixed adenocarcinoma and neuroendocrine tumor (Case #20, S1 Table). In this particular case, contiguous but histologically disparate regions of the tumor comprising crypt cell neuroendocrine carcinoma (a.k.a. goblet cell carcinoid) and classical mucinous adenocarcinoma (Fig 1) harbored distinct SMAD4 mutations, MH2 domain (c.1082G>A) mutation and c.379T>A in the latter, respectively, despite harboring identical mutations of KRAS (c.35G>T) and TP53 (c.742C>T). The results suggest divergent differentiation from a single clone.
Fig 1

A case of mucinous ACA of the ascending colon with two distinct but contiguous phenotypes: crypt cell/neuroendocrine carcinoma (A-C) and classical mucinous ACA (D-F), Immunohistochemical stains confirmed expression of Chromogranin in only the crypt cell/neuroendocrine component (B, E) and loss of SMAD4 expression in both regions of the tumor (C, F). Magnification: 200x.

A case of mucinous ACA of the ascending colon with two distinct but contiguous phenotypes: crypt cell/neuroendocrine carcinoma (A-C) and classical mucinous ACA (D-F), Immunohistochemical stains confirmed expression of Chromogranin in only the crypt cell/neuroendocrine component (B, E) and loss of SMAD4 expression in both regions of the tumor (C, F). Magnification: 200x.

Discussion

The protein products of the SMAD genes are essential mediators of the TGF-β signaling pathway, playing critical roles in growth inhibition of normal epithelial cells. Dysregulation of this pathway leads to carcinogenesis, and SMAD4 dysfunction is the most frequent cause. Earlier studies exploring the relationship between SMAD4 protein and carcinogenesis assayed loss of SMAD4 protein expression by immunohistochemical staining, which however may or may not be due to SMAD4 genetic mutations [5]. Table 4 summarizes the 10 studies that investigated the implications of SMAD4 genetic mutations in intestinal ACAs. As shown, the prognostic significance of SMAD4 mutations in intestinal ACAs was first reported in 1999 using the PCR method, yet the association between SMAD4 gene mutations and mucinous morphology was not described until 2013 [8], particularly in high-grade vs. low-grade mucinous ACAs [9,10]. A retrospective study of 90 SMAD4-mutated ACAs reported poorer survival rates in patients with SMAD4-mutated tumors, but did not include mucinous morphology as a potential risk factor [3]. Similarly, Mizuno et al reported worse survival, but did not report tumor morphology of the SMAD4-mutated cancers [6], while Khan et al reported association of mucinous morphology with SMAD4 mutation and worse prognosis [11]. Recognizing these knowledge gaps, our comprehensive study using a stringent retrospective case-control design confirms that SMAD4 mutations are associated with higher tumor stage, nodal metastasis, tumor deposits in adipose tissue, mucinous morphology, and RAS mutations.
Table 4

Summary of published studies investigating SMAD4 mutations in intestinal ACAs.

Author, Year of publication# of SMAD4-mutated ACAs% of ACAs testedTesting methodPrognostic significanceCorrelation with other genesMorphological correlation
Miyaki, 1999 [4]2111.9%PCR- SSCPDistant metastasisNot doneNot done
Alazzouzi, 2005 [5]56.25%PCRNot associated with survivalallelic imbalance in chromosome 18q21Not done
Fleming, 2012 [8]648.6%Single-nucleotide polymorphism microarray analysisNo relationship to AJCC stage, T stage, N stage, or lymphovascular invasionNot doneMucinous morphology
Yoshioka, 2015 [9]720%Ion AmpliSeq Cancer Hotspot PanelNot doneNot doneHigh-grade mucinous morphology
Goswami, 2015 [7]Not knownNot knownNext-generation sequencing hotspot mutation panelDistant metastasisNot doneNot done
Chang, 2016 [10]98.3%MassARRAY-based mutation detection methodsNot doneNot doneMucinous morphology
Mehrvarz Sarshekeh, 2017 [3]9012.2%HiSeq sequencing system hotspot testingAssociated with shorter overall survival; but not age, stage at presentation, colonic location, distant metastasis, or tumor gradeNot doneNot done
Mizuno, 2018 [6]3713%Next-generation 50-gene sequencing platformWorse survivalRASNot done
Khan 2018 [11]22612.3%Ion Torrent AmpliSeqCancer Panel PrimersNot doneNot doneMucinous morphology
Liao, 2018285.6%Next-generation 50-gene sequencing platformHigher tumor stage, nodal and distant metastasisRASMucinous morphology
Among all SMAD4 hotspot mutations, the MH2 domain is the most important, frequently containing missense mutations including Asp351 (D351), Pro356 (P356) and Arg361 (R361) which result in loss of function, and Ala406 (A406), Lys428 (K428), and Arg515 within the L3 loop which compromise SMAD4 binding to SMAD2/3 [8,13,14]. We found that SMAD4 mutations, particularly those involving the MH2 domain and abrogating protein function, are highly correlated with mucinous morphology. Further support for a correlation between tumor morphology and SMAD4 mutational status was obtained from a rare mixed adenocarcinoma and neuroendocrine carcinoma of the colon, in which histologically divergent tumor regions manifested distinct SMAD4 mutations despite conservation of identical KRAS and TP53 mutations. In agreement with previous studies [4,7], we found that SMAD4m tumors were significantly more likely to have tumor deposits, nodal metastases and higher stage than corresponding SMAD4wt tumors. The mechanism is unknown but a study of in vitro CRC cell lines has implicated the effects of SMAD4 expression on tumor microenvironment [15]. Correlation between SMAD4 status and tumor stage has been described in other organs. For example, SMAD4 mutations are not typical of pancreatic intraductal papillary mucinous neoplasms but occur in up to 16% of invasive carcinomas that are associated with IPMN [16]. Likewise, low grade appendiceal mucinous neoplasms (LAMN) do not usually harbor SMAD4 mutations until there is intraperitoneal spread [17]. In this study, we also investigated the relationship between SMAD4 and other gene mutations, especially RAS genes since these two are closely associated. KRAS mutations have been reported to correlate with mucinous differentiation in CRCs [11,18], yet the mucinous differentiation in SMAD4m tumors is independent of KRAS mutation status. Tumors with RAS mutations are known to be intrinsically resistant to anti-EGFR therapy [19,20]; however, it has been shown that SMAD4 mutation is an independent factor of resistance to anti-EGFR therapy [3]. Indeed, SMAD4 inactivation also predicted worse survival in patient receiving fluorouracil-based therapy [21]. We did not find associations between SMAD4 and PTEN mutations, although a recent study showed that concurrent loss of SMAD4 and PTEN protein expression may lead to worse outcomes in patients with CRC [22]. In addition, a trend for SMAD4 mutation to associate with MMR proficiency is noted but not proved in this study, likely due to small case numbers. Prior studies of ACA complicating Crohn’s disease either did not report or did not observe increased proportions of SMAD4 mutations compared to sporadic ACAs [23,24]. Nevertheless, the potential role of SMAD4 function in Crohn’s disease was demonstrated in a recent study showing downregulation of the SMAD4 protein in ileal epithelial cells of patients with Crohn’s disease [25]. We found a significantly high percentage of SMAD4 mutations in ACAs from patients with Crohn’s disease, with or without inclusion of small intestine ACAs, warranting future larger studies to validate and further explore this association. In conclusion, we present a comprehensive clinicopathological and molecular characterization of SMAD4-mutated intestinal ACAs, using case-control methodology. We identified an association of SMAD4 mutations with mucinous morphology, advanced tumor stage, concomitant RAS mutations and divergent differentiation in a rare mixed adenocarcinoma and neuroendocrine carcinoma.

Raw genetics data from for cases (n = 28) and controls (n = 56).

(XLSX) Click here for additional data file.
  24 in total

1.  Structural basis of heteromeric smad protein assembly in TGF-beta signaling.

Authors:  Benoy M Chacko; Bin Y Qin; Ashutosh Tiwari; Genbin Shi; Suvana Lam; Lawrence J Hayward; Mark De Caestecker; Kai Lin
Journal:  Mol Cell       Date:  2004-09-10       Impact factor: 17.970

Review 2.  The TGFbeta superfamily signaling pathway.

Authors:  Alexander Weiss; Liliana Attisano
Journal:  Wiley Interdiscip Rev Dev Biol       Date:  2012-10-05       Impact factor: 5.814

3.  Smad4 inactivation predicts for worse prognosis and response to fluorouracil-based treatment in colorectal cancer.

Authors:  Margaret M Kozak; Rie von Eyben; Jonathan Pai; Stephen R Vossler; Maneesha Limaye; Priya Jayachandran; Eric M Anderson; Jenny L Shaffer; Teri Longacre; Reetesh K Pai; Albert C Koong; Daniel T Chang
Journal:  J Clin Pathol       Date:  2015-02-13       Impact factor: 3.411

4.  Higher frequency of Smad4 gene mutation in human colorectal cancer with distant metastasis.

Authors:  M Miyaki; T Iijima; M Konishi; K Sakai; A Ishii; M Yasuno; T Hishima; M Koike; N Shitara; T Iwama; J Utsunomiya; T Kuroki; T Mori
Journal:  Oncogene       Date:  1999-05-20       Impact factor: 9.867

5.  KRAS mutation status is predictive of response to cetuximab therapy in colorectal cancer.

Authors:  Astrid Lièvre; Jean-Baptiste Bachet; Delphine Le Corre; Valérie Boige; Bruno Landi; Jean-François Emile; Jean-François Côté; Gorana Tomasic; Christophe Penna; Michel Ducreux; Philippe Rougier; Frédérique Penault-Llorca; Pierre Laurent-Puig
Journal:  Cancer Res       Date:  2006-04-15       Impact factor: 12.701

6.  SMAD4 gene mutation predicts poor prognosis in patients undergoing resection for colorectal liver metastases.

Authors:  Takashi Mizuno; Jordan M Cloyd; Diego Vicente; Kiyohiko Omichi; Yun Shin Chun; Scott E Kopetz; Dipen Maru; Claudius Conrad; Ching-Wei D Tzeng; Steven H Wei; Thomas A Aloia; Jean-Nicolas Vauthey
Journal:  Eur J Surg Oncol       Date:  2018-03-07       Impact factor: 4.424

7.  Colorectal carcinomas with KRAS codon 12 mutation are associated with more advanced tumor stages.

Authors:  Wenbin Li; Tian Qiu; Wenxue Zhi; Susheng Shi; Shuangmei Zou; Yun Ling; Ling Shan; Jianming Ying; Ning Lu
Journal:  BMC Cancer       Date:  2015-05-01       Impact factor: 4.430

8.  Association of SMAD4 mutation with patient demographics, tumor characteristics, and clinical outcomes in colorectal cancer.

Authors:  Amir Mehrvarz Sarshekeh; Shailesh Advani; Michael J Overman; Ganiraju Manyam; Bryan K Kee; David R Fogelman; Arvind Dasari; Kanwal Raghav; Eduardo Vilar; Shanequa Manuel; Imad Shureiqi; Robert A Wolff; Keyur P Patel; Raja Luthra; Kenna Shaw; Cathy Eng; Dipen M Maru; Mark J Routbort; Funda Meric-Bernstam; Scott Kopetz
Journal:  PLoS One       Date:  2017-03-07       Impact factor: 3.240

9.  SMAD4 Protein Expression Is Downregulated in Ileal Epithelial Cells from Patients with Crohn's Disease with Significant Inverse Correlation to Disease Activity.

Authors:  Pia Klausen; John Gásdal Karstensen; Mehmet Coskun; Adrian Săftoiu; Peter Vilmann; Jack Bernard Cowland; Lene Buhl Riis
Journal:  Gastroenterol Res Pract       Date:  2018-05-24       Impact factor: 2.260

10.  The Smad4/PTEN Expression Pattern Predicts Clinical Outcomes in Colorectal Adenocarcinoma.

Authors:  Yumin Chung; Young Chan Wi; Yeseul Kim; Seong Sik Bang; Jung-Ho Yang; Kiseok Jang; Kyueng-Whan Min; Seung Sam Paik
Journal:  J Pathol Transl Med       Date:  2017-10-23
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1.  SMAD4 mutation correlates with poor prognosis in non-small cell lung cancer.

Authors:  Yue Wang; Qianqian Xue; Qiang Zheng; Yan Jin; Xuxia Shen; Mu Yang; Xiaoyan Zhou; Yuan Li
Journal:  Lab Invest       Date:  2020-12-10       Impact factor: 5.662

2.  Dual inhibition of TGFβ and AXL as a novel therapy for human colorectal adenocarcinoma with mesenchymal phenotype.

Authors:  Davide Ciardiello; Bernadette Blauensteiner; Nunzia Matrone; Valentina Belli; Thomas Mohr; Pietro Paolo Vitiello; Giulia Martini; Luca Poliero; Claudia Cardone; Stefania Napolitano; Vincenzo De Falco; Emilio Francesco Giunta; Vincenza Ciaramella; Carminia Della Corte; Giusi Barra; Francesco Selvaggi; Renato Franco; Federica Zito Marino; Antonio Cuomo; Floriana Morgillo; Teresa Troiani; Maria Sibilia; Fortunato Ciardiello; Erika Martinelli
Journal:  Med Oncol       Date:  2021-02-11       Impact factor: 3.064

3.  SMAD4 mutations identified in Iranian patients with colorectal cancer and polyp.

Authors:  Rouhallah Najjar Sadeghi; Nastaran Saeedi; Negar Sahba; Amir Sadeghi
Journal:  Gastroenterol Hepatol Bed Bench       Date:  2021

4.  Colonic Adenocarcinoma with Plasmacytoid Feature: Histopathology and Molecular Characteristics of a Rare Neoplasm with an Unusual Presentation.

Authors:  Noor Marji; Jasrerman Dhillon; Gregory Y Lauwers; Sebastian Feuerlein; Reza Nikfar; Monica Chatwal; Aram Vosoughi
Journal:  Case Rep Pathol       Date:  2022-02-08

Review 5.  Regulation of transforming growth factor-β signaling as a therapeutic approach to treating colorectal cancer.

Authors:  Jana Maslankova; Ivana Vecurkovska; Miroslava Rabajdova; Jana Katuchova; Milos Kicka; Michala Gayova; Vladimir Katuch
Journal:  World J Gastroenterol       Date:  2022-09-07       Impact factor: 5.374

6.  Prognostic role and clinicopathological features of SMAD4 gene mutation in colorectal cancer: a systematic review and meta-analysis.

Authors:  Tian Fang; Tingting Liang; Yizhuo Wang; Haitao Wu; Shuhan Liu; Linying Xie; Jiaying Liang; Chang Wang; Yehui Tan
Journal:  BMC Gastroenterol       Date:  2021-07-23       Impact factor: 3.067

7.  SMAD4 Somatic Mutations in Head and Neck Carcinoma Are Associated With Tumor Progression.

Authors:  Li-Han Lin; Kuo-Wei Chang; Hui-Wen Cheng; Chung-Ji Liu
Journal:  Front Oncol       Date:  2019-12-06       Impact factor: 6.244

  7 in total

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