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World J Gastroenterol. Jun 14, 2017; 23(22): 3978-3998
Published online Jun 14, 2017. doi: 10.3748/wjg.v23.i22.3978
Gallbladder cancer epidemiology, pathogenesis and molecular genetics: Recent update
Aarti Sharma, Annapurna Gupta, Alka Yadav, Ashok Kumar, Department of Surgical Gastroenterology, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow 226014, India
Kiran Lata Sharma, Department of Biochemistry and Medical Genetics, John Buhler Research Centre, University of Manitoba, Winnipeg MB R3E 3P4, Canada
Author contributions: Sharma A, Sharma KL and Kumar A have written the manuscript; Sharma A, Sharma KL and Gupta A has contributed in literature search; Sharma A, Sharma KL, Gupta A and Yadav A have contributed in designing tables as well as referencing; Kumar A is senior Corresponding author; Sharma KL is co-corresponding author; all the authors have approved the final version of the manuscript.
Conflict-of-interest statement: We declare that we have no conflict of interest.
Open-Access: This article is an open-access article which was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/
Correspondence to: Dr. Ashok Kumar, Professor, Department of Surgical Gastroenterology, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Raebareli Road, Lucknow 226014, India. akgupta@sgpgi.ac.in
Telephone: +91-522-2494423 Fax: +91-522-2668017
Received: December 24, 2016
Peer-review started: December 29, 2016
First decision: January 19, 2017
Revised: February 1, 2017
Accepted: June 1, 2017
Article in press: June 1, 2017
Published online: June 14, 2017
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Abstract

Gallbladder cancer is a malignancy of biliary tract which is infrequent in developed countries but common in some specific geographical regions of developing countries. Late diagnosis and deprived prognosis are major problems for treatment of gallbladder carcinoma. The dramatic associations of this orphan cancer with various genetic and environmental factors are responsible for its poorly defined pathogenesis. An understanding to the relationship between epidemiology, molecular genetics and pathogenesis of gallbladder cancer can add new insights to its undetermined pathophysiology. Present review article provides a recent update regarding epidemiology, pathogenesis, and molecular genetics of gallbladder cancer. We systematically reviewed published literature on gallbladder cancer from online search engine PubMed (http://www.ncbi.nlm.nih.gov/pubmed). Various keywords used for retrieval of articles were Gallbladder, cancer Epidemiology, molecular genetics and bullion operators like AND, OR, NOT. Cross references were manually searched from various online search engines (http://www.ncbi.nlm.nih.gov/pubmed,https://scholar.google.co.in/, http://www.medline.com/home.jsp). Most of the articles published from 1982 to 2015 in peer reviewed journals have been included in this review.

Key Words: Gallbladder cancer; Epidemiology; Molecular genetics; Pathogenesis

Core tip: The Gallbladder cancer is a fatal malignancy which displays considerable differences in certain ethnicities and geographic regions. Indo-Gangetic plains of India, Mapuche Indians in Chile and South America are most affected regions with this cancer. Because of this cancer is largely unstudied as compare to other cancers Present review provides a comprehensive summery of the studies conducted regarding its Epidemiology, Pathogenesis and molecular genetics. This will be helpful for the researchers to understand the current scenario of research work and how much success we have gained till now. Based on which future research work can be planned in appropriate directions.



INTRODUCTION

Gallbladder cancer (GBC) is a rare biliary tract malignancy in most western countries, but is much widespread in some other regions of the world. Moreover, this carcinoma is infrequent in developed countries but more common in some developing countries, characterized by its lack of symptoms at initial stage leading to difficulties in treatment.

The extensive variation in geography, ethnicity, and cultural differences in the incidence of gallbladder cancer suggests the role of key genetic and environmental factors associated with the development and progression of the disease[1,2]. The lack of a serosal layer of gallbladder adjacent to the liver thus enabling hepatic invasion and metastatic progression is one of the major cause of its miserable prognosis[3]. The present review provides a recent update of studies regarding epidemiology, pathogenesis and molecular genetics of gallbladder cancer as available in literature.

EPIDIMIOLOGY OF GALLLBLADDER CANCER

Gallbladder cancer shows an unusual geographic distribution worldwide with substantial geographic variation. Data from Mapuche Indians from Valdivia, Chile, South America shows the rate of gallbladder cancer as: 12.3/100000 for males and 27.3/100000 for females[3]. The native people is these countries exceed for gallbladder cancer mortality rates from cervical (8.0/100000), breast (8.7/100000), pancreatic (7.4/100000), and ovarian cancers (7.3/100000)[3]. American Indians in New Mexico, USA, have also very high average annual rate of GBC (8.9/100000)[4], [Surveillance, Epidemiology End-Results Program (SEER) The Four Most Common Cancers for Different Ethnic Populations 2013. Bethesda, MD: National Cancer Institute; 2013].

Although the worldwide occurrence of gallbladder cancer is less than 2/100000 individuals, but this has been recorded with extensive variance[5]. The residents of Indo-Gangetic belt particularly females of northern India (21.5/100000) and south Karachi Pakistan (13.8/100000) have been reported as one of the highest affected regions[4]. Gallbladder cancer is also found in high frequency in Eastern Europe include Poland (14/100000 in Poland), Czech Republic, and Slovakia and Asia whereas south Americans of Indian descent (3.7 to 9.1 per 100000), Israel (5/100000) and Japan (7/100000) have shown intermediate prevalence of gallbladder cancer[4,6]. The residents of Andean-area, North American Indians and Mexican-Americans are specially predisposed of GBC[6]. The majority of the world has decreasing mortality trends in gallbladder cancer but GBC frequency is constantly rising in Shanghai, China which is substantial cause of mortality[7]. Although Gallbladder cancer is more common in females still in some countries like Korea, Iceland and Costa Rica, higher mortality rate has been reported for males as compare to females[8]. The data from National Cancer Institute; SEER Program (http://seer.cancer.gov/) has revealed only little turn down in incidence over the past few decades.

ETIOLOGICAL FACTORS FOR GBC PATHOGENESIS

The development of gallbladder cancer has been linked to various genetic and environmental factors. Chronic infection of gallbladder or/and environmental exposure to specific chemicals, heavy metals, and even many dietary factors, have been found to be associated with GBC formation. The dramatic association of GBC with female gender and certain geographical regions (mostly developing countries) has been proposed to be influenced by various female hormones, cholesterol cycling and salmonella infections in existing literature[9,10]. Worldwide GBC affects females 2-3 times more commonly than males, but bias varies greatly in different parts of the world mostly in high prevalent regions of GBC[4,6]. To some extent, the female hormone estrogen causes increased cholesterol super saturation in bile and hence involved in gallstone mediated GBC pathogenesis[11]. Although the female gender GBC can be linked with the role of female hormones. However an article published previously has questioned the association of hormone receptor expression to tumor differentiation[12]. So the extent of female hormones contribution in Gallbladder cancer is still not certain and requires more investigation.

Other well-known GBC associated risk factors such as porcelain gallbladder, Mirizzi’s syndrome and bile reflux has also been playing a major role as a predisposing factors of this disease[9]. Family history of gallstones, tobacco consumption, chemical exposure, residence in Gangetic belt and high concentrations of secondary bile acids, excessive intake of fried foods (reused oil), increases the risk for GBC[13]. Present data suggest that gallstones are a major risk factor for GBC but their role as a cause for gallbladder cancer is still not certain. A review article by Shrikhande et al[14] has also supported the fact that the populations reporting high incidence of gallbladder cancer with associated gallstones, prophylactic cholecystectomy should be done only after correlating with the epidemiological profile of the place. Convincing evidence also exists for the presence of gallstones as strongly associated factor for gallbladder cancer etiology[7]. Most of the etiological factors are summarized in Table 1[6,7,10,13,15-50].

Table 1 Etiological factors for gallbladder cancer pathogenesis.
Major Independent Etiological factorsDependent Etiological factors
Age[6]Tobacco consumption[15]
Sex[6], BMI[16]Mustard oil[17] Argemone oil (AO) and butter yellow (BY)[18]
Family history[7,19]Early age at first pregnancy[20]
Cholelithiasis[6,22-24]Use of Oral contraceptives[15,25,26]
Chronic cholecystitis, porcelain gallbladder[27,28]Red Chili pepper[29,30]
Chronic infection by Salmonella species, S. paratyphi or S. typhican[6,10,31-34]Occupational exposure, Benzene[17,35]
Helocobacter pylori[36,37]Secondary bile acids[13,38-40]
High parity[20,21,24,26]Xanthogranulomatous cholecystitis[41]
Anomalous pancreatobiliary duct junction[42,43]Heavy metals[44,45]
Porcelain gallbladder[46]Genetic factors[48]
Gallbladder polyp[47]
Obesity[49]Free radical oxidation products[50]
Familial and linkage studies

Swedish family-cancer database and Utah cancer registry has reported the first ever data for familial clustering of GBC[51]. This study has provided the first data on familial clustering of gallbladder cancer based on medically confirmed records, in which it was estimated that 26% of gallbladder cancers are familial. The significant risk in 3rd degree relatives and the disease manifestation in several high risk pedigrees as reported in previous studies gives a strong indication for genetic susceptibility to GBC[51]. The high risk heritable factors are likely to contribute to a large extent to this cancer further modulated by environmental factors. The nationwide Swedish Family-Cancer Data base from the Swedish Cancer Registry (10.2 million individuals from the year 1961-1998), has reported maternal transmission favoring over paternal in familial gallbladder cancers[52]. Furthermore, the clustering of gallbladder cancer within families is suggestive of a critical role of genetics in its development[19]. Carcinoma gallbladder was detected in two siblings from Brazil as reported by Trajber et al[53]. Role of allele specific mutations in pathogenesis of carcinoma gallbladder has also been reported[54]. Another report by Pandey et al[55] has shown higher frequency of carcinoma gallbladder in patients with A+ and AB+ blood groups to which the reason is still unknown.

GENETIC AND MOLECULAR ALTERATION REPORTED IN GALLBLADDER CARCINOMA

The present existing information regarding genetic and molecular alterations in GBC is still very much limited. Like other neoplasms, GBC is a multifactorial disorder involving multiple genetic alterations[56-58]. Abnormality in tumor suppressor genes, oncogenes, and DNA repair genes, presence of microsatellite instability (MSI) and epigenetic alterations mainly caused by aberrant promoter methylation of gene areas are some of the various well known factors reported till now. The serious of genetic alteration leading to gallbladder cancer formation is still not established clearly. Some of the molecular alterations reported so far are enumerated in Tables 2, 3 and 4.

Table 2 Mutations detected in gallbladder cancer by low throughput methods.
Studied geneType of studyMethods usedStudied populationRef.
KRASMutation at codon-12 (8%)PCR-RFLPIndia[64]
Mutation at codon-12 (29%-30%)PCR-RFLPChile[76,77]
Mutation at codon-12 (0%-59%)PCR-RFLP, Direct sequencingJapan[60,78,79]
Mutation at codon-12 (50%-80%)ELMA, SAB, PCR-SSCP, Direct sequencingJapan[63,80]
INK4A (p16)Mutation, deletionPCR-RFLP, direct sequencing, IHCJapan, Chile[54,79,81,82]
D310 mtDNAMutation (Displacement loop)PCR-based assay, direct sequencingChile[83]
TP53Mutation, overexpression, LOHPCR-RFLP, direct sequencing, IHCGreece, Japan, Chile[84-86]
Table 3 Mutations studies in gallbladder cancer by high throughput methods.
PlatformNumber of samplesStudy populationResearch plannedKey findingsRef.
Sequenom Mass ARRAY technology49 FFPEIndia390 mutations in 30 genesPIK3CA (4%), KRAS (2%), CTNNB1 (4%), TP53 (18%)[95]
Mass spectroscopy-based57 FFPEMD Anderson Centre159 mutations in 33 genes14 hotspot mutations in 9 cases including (KRAS, NRAS, PIK3CA, IDH1, ALK, MET)[94]
26 mutations in 15cases
Next-generation sequencing (NGS)15 FFPENGS of 182 cancer-related genes(P53, STK11, RICTOR,TSC2, FGF3-TACC fusion, FGF10 amplification)[94]
Preponderance of mutations involving the PI3 kinase pathway
Whole Exome and transcriptome Sequencing29 Fresh FrozenJapan64 non silent mutations signaturesEGFR, ERBB3, PTEN, ARID2, MLL2,[96]
MLL3, APOBEC, TERT
APOBEC-associated mutation signature were observed in GBC
Exome sequencing and targeted gene sequencing57 Fresh FrozenChinaWhole exome sequencingTP53 (47.1%), KRAS (7.8%) and[93]
ERBB3 (11.8%)
ERBB pathway genes mostly mutated
Table 4 Summary of global gene expression studies in gallbladder cancer.
Biological sample usedPlatform/studies key findingsRef.
17 gallbladder tissue specimens (6 advanced GBC , 6 early GBC cancers and 5 normal controlOligonucleotide Microarray platform[97]
Unregulated genes: 2270
Downregulated genes: 2412
5-Normal biliary epithelial scrapings, 11- surgically resected biliary carcinomas, 9-biliary cancer cell linesOligonucleotide Microarray platform[98]
Unregulated genes : 282 genes
Downregulated genes: 513
37 biliary tract carcinomascDNA array platform[99]
(15 bile duct, 11 gallbladder, 11 of ampulla of Vater)118 genes were identified with a prognostic value
12 advanced gallbladder carcinoma tissue 3 samples of normal control gallbladder epitheliumOligonucleotide Array platform[100]
Upregulated: (TOPO II-alpha, cyclin B2, CDC28, ubiquitin-conjugating enzyme E2C), and one metabolism-related: (gamma-glutamyl hydrolase)[101]
34 biliary tract cancers includingOligonucleotide Array platform
13 intrahepatic (IHC), 12extrahepatic (EHC), 9 (GBC)1281 genes with deregulated expression pattern
GENETIC ALTERATIONS IN GBC
KRAS

KRAS act as initial key player in numerous signal transduction mechanisms and associated pathways. Many pathogenic mutations have been reported in KRAS oncogene in Gallbladder cancer tissue[58-63]. KRAS gene mutations identified in GBC mostly affects codons 12, 13 and 61. In north India KRAS codon 13 mutation is more common (about one third) than codon 12 and 61[64]. However many other studies have not detected any mutations in this gene[65,66]. Any activating point mutations in KRAS oncogene can give rise to abnormal growth signals which is one of the hallmarks of cancer. The previous reports have co-related a condition called anomalous arrangement of the pancreatico-biliary duct with presence of gallbladder cancer as patients harboring this condition have a higher frequency of KRAS gene mutation as compare to normal condition[65,67,68]. However mutation of KRAS gene has never been detected in GBC having adenoma carcinoma sequence of development[69] (Table 2).

TP53

TP53 is a well-known tumor suppressor gene and has various mechanisms of anticancer function and plays significant role in maintenance of genome integrity, apoptosis, genomic stability, and inhibition of angiogenesis etc. Loss of TP53 function allows deregulated survival of genetically impaired abnormal cells which can lead to neoplastic conversion of later on[70]. TP53 mutations are relatively more common in later stages of the disease[63,66,71-73]. Most of the TP53 mutations associated with GBC are missense mutations that produce a non-functional protein with an increased half-life. The existing literature has reported mutations of the TP53 gene in between approximately 27% to 70% of gallbladder carcinomas[74]. Many codons of the TP53 codons are affected by pathogenic mutations of this gene. Functional molecular studies have discovered that mutations in exons 5 and 8 of TP53 gene causes deregulation of this gene[75]. Details are shown in various existing literature is shown in Table 2[54,60,63,64,76-86].

C-ERB-B2

The oncogene c-erb-B2 is a homologue for epidermal growth receptor, encoding a protein with tyrosine kinase activity. The immunohistochemical expression of c-erb-B2 has been found positive between 10%-46% of gallbladder cases. However its expression has been found to be absent in dysplasia or adenomas as shown by previous reports[87,88]. Animal model studies in transgenic mice have shown that erbB2 overexpression in the basal layer of the biliary tract epithelium led to the development of GBC in all (100%) of mice. Moreover, the expression of HER2⁄neu was positively observed in 28% of GBCs which was directly correlated with advanced stage of cancer[89]. Therefore, it can be hypothesized that some oncogene is associated with in Gallbladder cancer progression. In a study from India, C-erbB2 was frequently expressed in well differentiated and stage II to stage IV in about 9.4% of GBC cases[90]. A recent report showed HER2/neu overexpression occurred in 14% of the advanced gallbladder cancer cases, and this subgroup was expected to be benefited from HER2/neu pathway inhibitors[91]. Therapeutic targeting of EGFR/HER2 pathways boosts the anti-proliferative effect of gemcitabine in biliary tract and gallbladder carcinomas as shown by a previous study[92]. Based on facts it can be concluded that C-ERB-B2 expression can become a marker for a poor prognosis.

HIGH THROUGHPUT MUTATION STUDIES IN GBC

High throughput research has made large scale repetition of experiments feasible as it automates the experiments thus it has now become possible to study how all 21000 genes potentially contribute to cell function or disease. But in case of gallbladder cancer there are very limited high throughput studies. One of the pioneer studies published in nature genetics using high throughput approach by Chinese population has found recurrent mutations in ErbB pathway[93]. Javle et al[94] has found 26 missense mutations with more common TP53 and PIK3CA mutations in GBC tumor using NGS technology. Mutation profiling of gallbladder cancer tissue in Indian population has found PIK3CA and KRAS mutations as most common among this ethnicity[95]. The variability in the results is an indicator of intra-tumoral heterogeneity of cancer, which describes the observation of different tumor cells showing distinct morphological and molecular profiles including variable gene expression but ultimately leading to a common phenotype. The high throughput mutation studies in GBC are presented in Table 3[93-96].

GENE EXPRESSION STUDIES IN GBC

In order to identify potential biomarkers for GBC progression, many studies have been performed to find out the differential gene expression profiles between normal and tumor cells. Existing data various greatly, despite of same grade and stage of the included study subjects. Table 4[97-101] and Table 5[54,66,75,84,86,90,102-180] are summarizing global and single gene expression studies reported in GBC respectively.

Table 5 Summary of single gene expression studied reported in gallbladder cancer.
Studied single genesExpression patternStudied populationRef.
TP53Expression (20%-70%)India, Slovenia, Greece, Taiwan, Japan, Chile[75,84-86,102-106]
p16OverexpressionSouth Korea[107]
FHITExpression loss (45%-75%)Japan, Chile[108,109]
ERBB2Overexpression (25%-64%)India, Japan, China, South Korea[66,103,110,111]
Expressed in 9.4%cases of well differentiated and stage II to stage IV tumorsIndia[90]
RB20% cases allelic lossJapan[54,112]
4%-14%- loss of expression
CDKN1AReduced expression 49% casesJapan[113]
Cyclin D1, Cyclin EOverexpression (41%-49%)Japan[114,115]
COX2Over-expressedSlovenia, Japan, Chile[104,116,117]
BCL2Over-expressedJapan[118]
CKITExpression 45%Japan[119]
SOX-4OverexpressionChina[120]
Chemokine (C-X-C motif) ligand 12Increased expressionSouth Korea[121]
CXCR4, CXCR7Increased expressionChina[122]
hedgehog pathway components (Shh, Ptch1 and Gli1)Shh: 81.7% of cases expressedChina[123]
Ptch1: 75.3% of cases
Gli1: 70.0% of cases
CD56, CD99Altered expressionSouth Korea[124]
CD97, CD55CD97: 69.6% of cases expressedChina[125]
CD55: 65.2% of cases
HMGA2 and CD9HMGA2 positive expressionChina[126]
CD9 negative expression
cholecystokinin type-A44.1% of cases expressedIndia[127]
vascular endothelial growth factor-A53.6% of cases expressedChina[128]
VEGF-C, VEGF-DVEGF-C: 64.0% of casesChina[129]
VEGF-D: 62.0% of cases
Tumor endothelial marker 8 proteinIncreased expressionIndia[130]
L1 cell adhesion moleculeIncreased expressionSouth Korea[131]
Tissue factor pathway inhibitor-2Down-regulatedChina[132]
HIF-1αIncreased expressionChina[133]
VHLReduces expression
ERCC1(excision repair cross-complementing 1)High expression in best differentiated tumorsChile[134]
NF-E2-related factor 2 (Nrf2)Increased expressionChina[135]
CD34 , CA15-3Highly expressed in stroma and in epitheliumItaly[136]
ADAM-17OverexpressionChina[137]
Cdx2Aberrant expressionJapan[138]
TLR4Expressed in glandular and luminal epitheliumChina[139]
MiRNALoss of Dicer and Drosha expressionChina[140]
Inducible Nitric Oxide Synthase iNOSExpressedChina[141]
Prostate stem cell antigen (PSCA)Down-regulatedJapan, China[142]
OCT-4Down-regulatedChina[143]
hTERT/TelomeraseExpressed in 56.66% casesIndia[144]
Aquaporins (AQPs)Positive expressionJapan[145]
Ornithine decarboxylase (ODC) and glutamate decarboxylase 65 (GAD65)OverexpressionChina[146]
Alpha-methylacyl coenzyme A (racemase) AMACROverexpressionTaiwan[147]
Sonic Hh (Shh)Elevated expressionJapan[148]
TGF-β induced miR-182OverexpressionChina[149]
SLP-2OverexpressionChina[150]
TMPRSS4Higher expressionChina[151]
zinc finger X-chromosomal proteinSuppressedChina[152]
multidrug resistance-associated protein 2 (MRP2)OverexpressionSouth Korea[153]
HuROverexpressionTaiwan[154]
miR-155OverexpressionJapan[155]
LAPTM4B-35Overexpressed(76%)China[156]
p27, P21p21 (75% cases) and p27 (25% cases)Jordan[157]
Thymidylate synthase (TS)Low expressionJapan[158]
CD146Elevated expressionChina[159]
AEG-1Highly expressed (63.4%)China[160]
CCKARExpression increased (76.6%)India[127]
Nemo-like kinase (NLK)Overexpression of NLKChina[161]
C-erbB2Overexpression (9.4%)India[90]
Phospho-mTOR expressionPositive expression (64.1%)Chile[162]
human telomerase reverse transcriptase (hTERT)Expression increasedIndia[163]
Phosphoglycerate kinase 1 (PGK1)Decreased expression (54.7%)China[164]
Notch 1 and Notch 3Positive expressionChina[165]
CCK-ADecreased expressionIndia[166]
3-phosphoinositide-dependent protein kinase 1 (PDK1)Positively expressedChina[167]
Zinc finger X-chromosomal protein (ZFX)OverexpressionChina[151]
miR-138Over expressionChina[168]
HSP gp96Expression (90.7%)China[169]
Long non-coding RNA-LETOverexpressionChina[170]
Survivinhigher expression (2.9- fold)India[171]
Long non-coding RNA CCAT1OverexpressedChina[172]
TEM8Expression increasedIndia[130]
Fhit,MIh1, P53Reduced expression of Fhit and Mlh1 protein and Overexpression of P53Japan[108]
NDRG2, CD24NDRG2 down-regulation, CD24 up-regulationChina[173]
IL-6OverexpressedChina[174]
SLP-2OverexpressionChina[150]
BCL6, p19(ARF)BCL6 overexpression , p19 (ARF) Low ExpressionTaiwan[175]
VEGF-AHigh expression of VEGF-AChile[176]
MALAT1Upregulation of MALAT1China[177]
miR-182Upregulation of miR-182China[149]
miR-155High expression level of miR-155Japan[155]
p53, S100A4, p27, p16, RB, Smad4, FHIT, E-cadherin and PMLp53 and S100A4 overexpressed,South Korea[178]
Loss of p27, p16, RB, Smad4, FHIT, E-cadherin and PML expression
PEG10, TSG101PEG10 and TSG101 overexpressedChina[179]
CK7, CK20CK7 (69.05%), CK20 (28.57%) expressedGreece[180]
LOSS OF HETEROZYGOSITY AND MICROSATALLIE INSTABILITY

Loss of heterozygosity (LOH) is a common genetic alteration in cancer genome. The events like heterozygous deletion of one of the two alleles, or duplication of a maternal or paternal chromosome or chromosomal region and concurrent loss of the other allele gives rise to LOH. The studies focused to detect loss of heterozygosity (LOH) in GBCs have shown frequent heterozygous allelic loss which spans in 18 different chromosomal regions[57]. Cytogenetic locations involved in frequent loss of heterozygosity i.e., 3p, 8p, 9p, and 22q regions have also been identified in GBC from different populations; which have also been reported in several other cancers like Retinoblastoma, melanoma, Squamous cell carcinoma of larynx[181-183]. In particular, gallbladder tumor shows numerous site of allelic loss in the short arm of chromosome 3, which harbors several known or putative tumor suppressor genes[109,181]. High degree of microsatellite instability (MSI) in 10% of GBC cases was observed as reported in research article published by Goldin et al[184]. A different pattern of allelic loss has also been detected in Japanese population. In this report the allelotype analysis of gallbladder carcinoma revealed an interesting associated with anomalous junction of pancreatico-biliary duct[68]. Table 6[54,57,66,68,109,112,185-193] enlists various studies conducted in GBC regarding LOH and MSI.

Table 6 Loss of heterozygosity and microsatellite instability studies reported in gallbladder cancer.
Studied reported in respective populationLOH/MSIRef.
ChileanLOH reported in : 3p, 6q, 7q, 8p, 9p, 9q, 11q, 12q, 17p, 18q, 19p, 22q, and Xq[57]
JapanLOH reported in : 2p, 4p, 4q, 8q,9q, 10p,14p,14q,16p, 19p, 21p and Xp [Maximum deletion- 2p24, 14q22 and 21q22][68]
Chilean, Japanp53, 9p.8p, DCC, KRAS, p16, 16q24, 3p,9q, 22q and p161NK4[54,66,109,112,185]
GreeceBAT-26[186]
Chile, JapanMSI reported (20%-33%)[187,188]
IndiaE-cadherin (CDH1) 2p, 2q, 6q, 7q,17p[189]
IndiaFragile histidine triad (FHIT) MSI-H 17.5% LOH :27.5%[190]
JapanHigh incidences of LOH at 1p36 (19/36:53%), 9p21 (12/32:38%), 13q14 (20/36: 56%), 16q24 (31/54: 61%), and 17p13 (15/36: 42%)[191]
ChileFHIT gene locus (3p14.2)[109]
IndiaLOH at 8 loci, that is 3p12, 3p14.2, 5q21, 9p21, 9q, 13q, 17p13, and 18q for tumor suppressor genes (DUTT1, FHIT, APC, p16, FCMD, RB1, p53, and DCC genes)[192]
Indiagenomic instability at 2p, 2q, 6q, 7q, and 17p loci[189]
ChileDUTT1 (3p12), FHIT (3p14.2), BLU, RASSF1A, SEMA3B and hMLH1 (3p21.3)[193]
METHYLATION AND GALLBLADDER CANCER

Understanding of DNA methylation patterns of gallbladder tumors can prove to be important biomarkers to refine the diagnosis and prognostic information which ultimately helps in appropriate therapeutic selection. Hypermethylation in gene promoter regions is a common epigenetic mechanism for the inactivation of tumor suppressor genes. One of the important research article published previously has found an important link between methylation and survival. In this study methylation of genes p73, MGMT, and DCL1 was significantly associated with survival of gallbladder cancer patients[194,195]. The study was conducted in a series of 109 advanced gallbladder cancer cases. However genes like CDH13 and FHIT did not show any significant tendency with respect to gallbladder cancer patient’s survival[194,195]. Multivariate analysis found MGMT gene to be an independent prognostic factor for survival found, representing the important role of epigenetic process in gallbladder carcinogenesis[195]. The recent report showed that promoter methylation of specific genes like CDH1, CDKN2A-p16, REPRIMO (tumor suppressor gene family) and UCHL1 (also known as PGP9.5) have important role in gallbladder carcinogenesis[196]. Other studies conducted on GBC have shown variable methylation pattern of a number of genes Table 7[81,82,193-208].

Table 7 Aberrant promoter methylation gene studies summary in gallbladder cancer.
GeneFull nameFunctionMeth FreqPopulationRef.
CDH1Cadherin 1, type 1,Tissue invasion (cell-cell adhesion)11%-65%Japan, Chile[194-200]
E-cadherin (epithelial)
FHITFragile histidine triad geneRegulation of DNA Replication, and apoptosis30%-57%Chile[81,193-195,199]
APCAdenomatous polyposis coliTumor suppressor gene (Cell migration, adhesion and apoptosis)26%-35%Chile, United States[81,194,195,198,199]
hMLH1Human homologs ofMismatch repair0%-14%Chile, United States[81,193-195,199]
MutL gene of bacteria
p16Cyclin-dependent kinaseCell cycle regulation15%-60%Chile, United States, Germany[81,82,195,197-199,201,202]
inhibitor 2A
p15Cyclin-dependent kinase inhibitor 2BCell cycle regulation22%-44%Chile[81,198]
DAPK1Death-associated protein kinase 1Serine-threonine kinase8%-61%Japan, Chile[81,197,198]
DLC1Deleted in liver cancer 1GTPase-activating protein39%Chile[81]
RASSF1RAS association domain family protein 1ASignal transduction0%-36%Japan, Chile South Korea[81,193,197,198,203]
MGMTO-6-methylguanine-DNAmethyltransferaseMethyltransferase13%-30%Chile, United States[81,195]
CDH13CDH13 Cadherin 13, H-cadherin(heart)Tissue invasion (cell-cell adhesion)44%-70%Chile[81,198]
TIMP3Metallopeptidase inhibitor 3Degradation of extracellular matrix0%-39%Chile[81,198]
GSTP1Glutathione S-transferase pi 1Conjugation of hydrophobic and electrophilic compounds13%Chile[198]
RARβ2Retinoic acid receptor, betaEncodes retinoic acid receptor beta4%-44%Chile, United States[81,198]
REPRIMOTP53 dependent G2 arrest mediator candidateCell cycle regulation (p53 mediator)62%Chile[204]
SHP1Protein tyrosine phosphatase,Regulate cell growth,80%Chile[198]
non-receptor type 6differentiation, mitotic cycle
3-OST-2Heparan sulfate (glucosamine)Osulfotransferase72%Chile[198]
3-O-sulfotransferase 2
RUNX3Runt-related transcription factor 3TGF-beta signal pathway22%-32%Chile[197,198]
RIZ1PR domain containing 2, with ZNF domainHistone/protein methyltransferase26%Chile[198]
HPP1Transmembrane protein with EGF-like and two follistatin-like domains 2TGF-beta signal pathway20%[198]
P73Tumor protein p73Induction of apoptosis and cell cycle regulation14%-28%Chile, United States[81,198]
SOCS-1Suppressor of cytokine signaling 1JAK-STAT pathway12%Chile[198]
DCR2Tumor necrosis factor receptor superfamily, member 10dTNF-receptor superfamily6%Chile[198]
SEMA3BSema domain, immunoglobulin domain (Ig), short basic domain, secreted,(semaphorin) 3BInduction of apoptosis92%Chile[193]
DUTT1Human homolog ofCell migration and metastasis22%Chile[193]
Drosophila Roundabout
(ROBO1)
BLUZinc finger, MYND-type containing 10Cell cycle regulation26%Chile[193]
p14Ribonuclease P/MRP 14 kDa subunitCell cycle regulation40%Germany[201]
MASPINMammary serine protease inhibitorTumor suppressor gene70%India[205]
THBS1Thrombospondin 1Platelet aggregation, angiogenesis, and tumorigenesis52%
HLTFHelicase-like transcription factorRegulate transcription16%
MYCV-Myc Avian Myelocytomatosis Viral Oncogene Homolog transcription factorCell cycle progression, apoptosis and cellular transformation80%Brazil[206]
APCAdenomatous polyposis coliTumor suppressor gene71%-95%Chile[207]
CDKN2ACyclin-dependent kinase inhibitor 2ACell cycle
ESR1Estrogen receptor 1Transcription factor
PGP9.5Protein gene product 9.5Neural and/or nerve sheath differentiation
SSBP2Single-stranded DNA-binding protein 2Microsatellite instability
PGP9.5Protein gene product 9.5Neural and/or nerve sheath differentiation27.2%South Korea[208]
MLH1, CDKN2AMutL homolog 1Mismatch repair5%Chile[194]
Cyclin-dependent kinase inhibitor 2ACell cycle35%
FHITFragile histidine triad proteinPurine metabolism21%
APCAdenomatous polyposis coliTumor suppressor genes25%
CDH1Cadherin-1Cell cycle66%

In addition, with the help of advanced technologies like high resolution allele stratification (allelotyping analysis) investigated very high frequencies of 3p (100%), 8p (100%), 9q (88%), 22q (92%) sites in gallbladder cancer that lead to positional identification of tumor suppressor genes associated with GBC malignancies and pathogenesis[57,58,109,209]. Moreover, some well-known tumor suppressor genes that are present in chromosomes like 3p, 5q, 8p,13q and 18q can also influence the gallbladder cancer formation[57,58,109,209].

Candidate genes for gallbladder cancer susceptibility

The merely successful mechanism for identifying low or moderate penetrance cancer genes, is the analysis of genes involved in candidate loci. Therefore, these genes are also termed as candidate genes. The candidate gene analysis is done via case-control study, in which allele frequencies in cancer patients and healthy controls are compared and obtained results are analyzed statistically. Candidate modifier genes are selected on the basis of biological plausibility. Most studies are based on genes that encode proteins, thought to be involved in carcinogenesis, such as those involved in apoptosis, cell-cycle control, DNA repair, xenobiotic metabolism, hormonal and inflammatory pathway or other risk factors. Moreover, known genes account for a small proportion of the heritability of gallbladder cancer, and it is likely that many genes with modest effects are yet to be found.

A study by Wang et al[210] from china suggested about CCK-induced impaired gallbladder emptying in patients having gallstones. Most of the candidate genes identified so far are related to the classical rate limiting enzymes and proteins of lipid metabolism, steroidogenesis, lipid transport, bile acid synthesis, bile canalicular transport, gallbladder contractility, cell cycle, DNA repair and Inflammatory pathway[211-233]. Till now there are very limited studies in GBC which are independently replicated which includes OGG1rs1052133, TP53rs1042522, GSTM1 null polymorphism and CYP1A1rs1048943 polymorphism[48]. No definitive conclusions can be drawn due to limited number of studies. Hence there is a great need to explore genes related to GBC susceptibility. Table 8[30,214-273] shows an overview of candidate gene studies reported in GBC.

Table 8 Candidate gene studies (low susceptibility genes) in gallbladder cancer.
Pathway involvedGenePolymorphismPopulationRef.
DNA repair pathway genesXPC(rs2228000) Ala499ValChina[236]
(rs2228001) Lys939GlnChina
ERCC2(rs1799793) Asp312AsnNorth Indian[232]
(rs13181) Lys751GlnNorth Indian
MSH2(rs2303426) IVS1+9G>C
(rs2303425) -118T>C
OGG1(rs2072668) 748-15C>G
TP53(rs1042522) Pro72ArgChilean, Hungary, Japanese[237-239]
XRCC1(rs1799782) Arg194TrpNorth Indian Shanghai, China[222,231]
(rs25487) Arg399Gln
APEX1(rs3136820) Asp148GluShanghai, China[222]
RAD23B(rs1805335) IVS5-15A>G[223]
(rs1805329) EX7+65C>T
FEN1FEN1-69G>A and haplotypesChina[240]
Hormonal pathway genesCCKAR(rs1800857) IVS1-5T>CNorth Indian[227]
CCK and CCKAR(rs2071011G>C, rs915889C/T, rs3822222C/T, rs1800855T/AShanghai, China,[241]
ESR1(rs2234693) IVS1-397T>CShanghai, China, North India[241-243]
(rs3841686) IVS5-34->T
(rs2228480) Ex8+229G>A
(rs1801132) Ex4-122G>C
(rs9340799) IVS1-351A>G
ESR2(rs1256049) Val328ValShanghai, China
PGRIns/DelNorth India
AR(CAG)nShanghai, China[244]
(rs4633) His62HisShanghai, China[224]
COMT(rs4818) Leu136Leu
CYP1A1(rs2606345) IVS1+606G>T
CYP1B1(rs10012)Arg48Gly
(rs1065778) IVS4-76A>GShanghai, China[224]
CYP19A1(rs700518) Val80Val
(rs2304463) IVS7-106T>G
(rs700519) Arg264Cys
(rs1065779) IVS9-53G>T
(rs4646) Ex11+410G>T
HSD3B2(rs1819698) Ex4-133C>TShanghai, China[224]
(rs1361530) Ex4-88C>G
HSD17B3(rs2066479) Gly289Arg
HSD17B1(rs2830) Ex1-486G>A
SHBG(rs6259) Ex8+6G>A
SRD5A2(rs523349) Ex1-17G>C
RXR-a(rs1536475) IVS6+70A>GShanghai, China[245]
(rs1805343) IVS1-27A>G
RXR-b(rs2744537) G392T
(rs2076310) C51T
INS(rs689) A-6TShanghai, China[245]
PPARD(rs2016520) Ex4+15C>TShanghai, China
PPARG(rs3856806) His477HisShanghai, China
Inflammatory pathway genesCR1(rs2274567) His1208ArgNorth Indian[230]
( rs12144461) Intron 27, HindIII
IL1RN86-bp VNTRNorth Indian[220]
(rs689466) -1195G>A[233]
PTGS2(rs20417) -765G>C
(rs5275) +8473T>CNorth Indian Shanghai, China[233,246]
IL1B(rs16944) -1060T>CShanghai, China north Indian[220,247]
IL10rs1800871)- 7334T>CShanghai[247]
(rs1800872) -6653A>CShanghai
IL-8(rs10805066) IL8 -13985C>GChina[248]
EGF(rs4444903) +61A>GNorth Indian[221]
TGFb1(rs1800469)-509C>TShanghai, north Indian[219,221,247]
TNF-α(rs1800629) -308G>A
IL6(rs1800795) 236C>G)
IL8(rs10805066) -13985C>GChina[248]
MMP-2(rs2285053) -735 C>TNorth Indian[249]
(rs9340799) -1306 C>T
MMP-7(rs11568818) -181 A>G
(rs2250889) P574R
MMP9(rs 17576) R279Q
(rs 17577) R668Q
TIMP2(rs8179090) -418 G>C
Metabolic pathway genesMTHFR(rs1801133) Ala222ValIndian[228]
APOB(rs17240441) 35_43del9Indian[217]
NAT2(rs1799929) NAT2*5AIndian[216]
(rs1799930) NAT2*6B
rs1799931, NAT2*7A
GSTT1Null polymorphismIndian[215]
GSTP1(rs1695) Ile105Val
CYP17(rs743572) Ex1+27T>CShanghai Indian (265)[250,251]
GSTM1Null polymorphismIndian, Chilean Hungary Japanese[215,237,238]
CYP1A1(rs4646903) CYP1A1*2AIndian, Chilean Hungary Japanese[218,237,239]
(rs1048943) Ile462Val (*2C)China, Chilean, Hungary Japanese[224,237-239]
Cyp1a1 cyp1b1CYP1A1-MspI, CYP1A1-Ile462Val, and CYP1B1-Val432LeuIndia[252]
(rs5930) EX10+55G>AShanghai[253]
LDLR(rs6413504) IVS17_42A>GShanghai
(rs14158) EX18+88G>A
LPL(rs263) IVS5-540C>T
ALOX5(rs2029253) IVS3+100G>A
ApoBrs693) Thr2515ThrIndian Chilean[30,217]
ABCG8(rs11887534) Asp19HisNorth Indian Shanghai China[229,254]
CETP(rs708272) TaqIBChilean Shanghai China[30,254]
(rs1800775) -629C>AShanghai China[254]
LRPAP1(rs11267919)752_177_752_176 I 37North Indian Shanghai China[214,254]
CYP7A1(rs3808607) -204 A>CNorth Indian[255]
CYP7A1(rs3824260) -469 T>CNorth Indian
CYP17(rs743572)A/GNorth Indian[250,251]
ApoB(rs676210) Pro2739LeuShanghai[253]
(rs673548) IVS23-79T>C
rs520354) IVS6+360C > T
(rs1367117) Thr98Ile
(rs440446) IVS1+69C>G
CYP2C19(rs4244285) CYP2C19*2,Japanese[256]
(rs4986893) CYP2C19*3
ADRB3(rs4994)A/GNorth Indian[257]
Apoptosis pathwayCASP8(rs3834129) -652 6N ins/delNorth Indian[258]
(rs1045485) Asp302His
(rs3769818 A) IVS12-19 G>A
Nuclear ReceptorsLxr-alpha, BetaLXR-α (rs7120118) and LXR-β (rs35463555 and rs2695121)North Indian[259]
Cancer Stem cell geneCD44CD44 (rs13347) C>T, CD44 (rs353639)A>C, CD44 (rs187116) G>A, CD44 (rs187115) T>CNorth Indian[260]
NANOG, ALCAM, EpCAM, SOX-2, OCT-4, NANOGNANOG (rs11055786)T>C,North Indian[261]
ALCAM (rs1157)G>A
EpCAM (rs1126497)T>C,
SOX-2(rs11915160)A>C
OCT-4 (rs3130932)T>G,
NANOG (rs11055786)T>C
Prostate stem cell antigenPSCA(rs2294008) T/C and rs2978974)India, Japan[262,263]
miRNAhsa-miR-146a(rs2910164) G>CNorth Indian[264]
hsa-mir-196a2(rs11614913) C>T
hsa-mir-499(rs3746444)T>C
miR-27,miR-570,miR-181miR-27a (rs895819)A>G,North Indian population[265]
miR-570(rs4143815)G>C,
miR-181a(rs12537)C>T
GWAS-associated genesDCC(rs7504990)C>TJapan[234]
( rs2229080) C>GNorth Indian[235]
(rs4078288) A>G
(rs7504990) C>T
(rs714) A>G
Wnt signaling pathwaySFRP4, DKK2, DKK3, APC, AXIN-2, Β-CATENIN, GLI-1SFRP4 (rs1802073) G>T,North Indian[266]
DKK2 (rs17037102) C>T
DKK3 (rs3206824) C>T,
APC (rs4595552)A/T
APC ( rs11954856) G>T,
AXIN-2 (rs4791171)C>T
β-CATENIN (rs4135385) A>G,
GLI-1(rs222826) C>G
Other genesKRAScodon 25 Gln25HisEastern India[267]
ACE I/D(rs4646994) 289 bp delNorth Indian[268]
DNMT3B(rs1569686) -579 G>TNorth Indian[269]
TLR2-196-174delNorth Indian[270]
TLR4(rs4986791) Thr399IleNorth Indian
Adrenergic receptors (ADRA)ADRA2A C-1291G, ADRβ3 T190C or Trp64Arg, and ADRβ1 C1165G or Arg389GlyNorth Indian[271]
Death Receptors and their ligands (DR4)DR4 (rs20575, rs20576 and rs6557634), FAS (rs2234767) FASL (rs763110)North Indian
PlCE1(rs2274223) A>G and. (rs7922612) T>CNorth Indian[272]
Vitamin D receptor (VDR)FokI C>TChina[273]

The only one genome-wide association study conducted in gallbladder cancer identified a SNP (rs7504990) in DCC gene which was associated with six times gallbladder cancer risk in the Japanese population. It has also been reported that reduced expression of DCC gene (deleted in colorectal cancer, 18q21.3) was designated to be associated with the greater aggressiveness of the disease which include increased proliferation, poorly differentiated histology, and metastasis through loss of adhesiveness[234]. However genome wide association study (GWAS) identified SNPs was replicated in Indian population and the study found no individual association of DCCrs7504990 but haplotype analysis of DCC gene found the cumulative effect of Grs2229080-Ars4078288-Crs7504990 Ars714 haplotypes in Gallbladder Cancer predisposition[235].

Molecular pathogenesis of GBC

Gallbladder carcinoma develops through a serious of events before converting in to invasive malignancy. Any exposure to carcinogens may convert normal gallbladder epithelium to condition called metaplasia which subsequently forms dysplasia to carcinoma in situ (CIS), and finally proceeding to invasive carcinoma in about 15 years[274,275]. The multistage pathogenesis of gallbladder carcinoma begins with gallstones giving rise to a condition called chronic cholecystitis, which increases to risk to gallbladder cancer formation. More than 90% of patients with gallbladder carcinoma show dysplasia and CIS[274,275]. There is an unusual asymmetric thickening of the gallbladder wall with infiltration to surrounding structures in gallbladder cancer. Maximum cases reported in carcinomas of gallbladder are adenocarcinomas (80%-95%). Adenocarconomas can further be of papillary, tubular, mucinous, or signet cell type. Some other types which are present in very low frequency include: squamous cell carcinoma (16%), undifferentiated or anaplastic carcinoma (2%-7%), and adeno-squamous carcinoma (1%-4%)[276]. Most of GBCs (60%) are found in the fundus, near about 30% in the body, and 10% in the neck region.

Tumor markers in GBC

Till date there is no reliable tumor marker developed which can be employed in diagnosis of gallbladder cancer. The only two markers i.e., carcino-embryonic antigen (CEA) and carbohydrate antigen 19-9 are most often elevated in advanced stages with a low specificity. So most often they are not used in stand-alone diagnosis of GBC[277]. However, there are other tumor markers like CA125, CA199, CEA (carcino-embryonic antigen), cancer antigens (CA) and CA242, which are for diagnosis of different other types of cancer (e.g., gastric, liver, pancreatic), have also been researched in diagnosis of gallbladder cancer but the obtained results are highly inconsistent[278-280]. In addition some previous reports have shown CA 242, RCAS1 (receptor binding cancer antigen expressed on SiSo cells) CA15-3, Mac-2BP (macrophage galactose-specific lectin-2 binding protein), Fragments of cytokeratin-19 (CYFRA 21-1) are frequently present in blood of cancer patients and shown to be associated with GBC with variable sensitivity and specificity[277,281,282].

CONCLUSION

Various lines of evidence suggest role for various environmental risk factors in Gallbladder carcinoma. Despite of many articles regarding genetic predisposition of gallbladder cancer there is no established genetic marker. Also, very limited Genome wide association studies (GWAS) have been conducted in gallbladder cancer till now.

The evidence-based model of gallbladder carcinogenesis and its dissemination by Barreto et al[283] serves as a basic platform for elucidation of molecular mechanisms involved in cancer development which based on recent data can be improved by discovery of other signature mutations using high throughput studies. Technological advancement can be helpful more understanding of pathogenic mechanisms underlying neoplastic conversion of gallbladder cancer muscosa. The tumor markers available for diagnosis GBC has also not of very high specificity and not discovered until advanced stage of the disease leading to complexity of the treatment. Exome sequencing of gallbladder cancer tissue has found ERBB pathway as most dysregulated pathway in this disease. Although the studies have been published in highly distinguished journals but they need to be validated before clinical implication. Moreover, limited studies with small sample size are not robust enough to conclude anything. Regardless of improvement in technologies in research field there is no accountable betterment in the prognosis of GBC patients. The future therefore should be engaged towards good quality research focused on early diagnosis and refinement of prognostic information to ultimately improve the management strategies of gallbladder cancer. Present review provides a comprehensive summery of the studies conducted regarding its Epidemiology, Pathogenesis and molecular genetics under a single umbrella. This will be helpful for the researchers to understand the current scenario of research work and how much success we have gained till now. Based on that future research work can be planned in appropriate directions.

Footnotes

Manuscript source: Invited manuscript

Specialty type: Gastroenterology and hepatology

Country of origin: India

Peer-review report classification

Grade A (Excellent): 0

Grade B (Very good): B, B

Grade C (Good): 0

Grade D (Fair): D

Grade E (Poor): 0

P- Reviewer: Barreto S, Lee KT, Suzuki H S- Editor: Gong ZM L- Editor: A E- Editor: Wang CH

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260.  Sharma KL, Yadav A, Gupta A, Tulsayan S, Kumar V, Misra S, Kumar A, Mittal B. Association of genetic variants of cancer stem cell gene CD44 haplotypes with gallbladder cancer susceptibility in North Indian population. Tumour Biol. 2014;35:2583-2589.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 18]  [Cited by in F6Publishing: 23]  [Article Influence: 2.1]  [Reference Citation Analysis (0)]
261.  Yadav A, Gupta A, Rastogi N, Agrawal S, Kumar A, Kumar V, Mittal B. Association of cancer stem cell markers genetic variants with gallbladder cancer susceptibility, prognosis, and survival. Tumour Biol. 2016;37:1835-1844.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 12]  [Cited by in F6Publishing: 19]  [Article Influence: 2.1]  [Reference Citation Analysis (0)]
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266.  Yadav A, Gupta A, Yadav S, Rastogi N, Agrawal S, Kumar A, Kumar V, Misra S, Mittal B. Association of Wnt signaling pathway genetic variants in gallbladder cancer susceptibility and survival. Tumour Biol. 2016;37:8083-8095.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 22]  [Cited by in F6Publishing: 17]  [Article Influence: 1.9]  [Reference Citation Analysis (0)]
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