recent explosive advances in high - throughput sequencing technologies have led to the identification of numerous somatic mutations in cancer genomes.16 however , only a few of them functionally contribute to tumorigenesis .
driver mutations that have a casual role in tumorigenesis from  passenger mutations , which have no effect on tumorigenesis , is critical for our understanding of tumorigenesis . yet ,
if the driver mutations are not required for tumor maintenance , those gene products can not serve as anticancer drug targets.7,8 techniques used to assess whether the identified gene is associated with tumor maintenance in in vitro culture systems , include sirna - mediated gene expression knockdown or small chemical compound - mediated gene product activity inhibition.9 if these techniques abrogate gene product role in tumor cell growth , the gene may be required for tumor cell growth and therefore serves as a possible drug target for the inhibition of tumor growth.1013 several in vivo mouse systems have been used to verify these in vitro results . in particular ,
xenograft implantation systems have been extensively used to confirm in vitro data and to test the efficacies of small compounds for inhibiting tumor growth in mice.1416 in these systems , either tumor cells or tumor tissues are implanted into the immunocompromised mice to reproduce tumor growth .
these xenograft implantation systems have several advantages over genetically - engineered mouse ( gem ) models , such as being easy to prepare and use in a large cohort of mice with synchronized tumor growth.14 however , tumor growth in xenograft implantation systems frequently fail to faithfully recapitulate the genetics and histology of corresponding human cancers , partially due to the lack of microenvironmental factors , including stromal cell components and an immune system.14 in this regard , conventional transgenic mouse models in which the transgene is expressed under the control of a tissue - specific promoter / enhancer regulatory elements are a more physiologically relevant system for determining whether the transgene expression is sufficient for tumor development and progression .
unfortunately , there is no means to regulate ( either induce or suppress ) transgene expression in a temporal manner , making it impossible to determine whether the transgene expression is required for the maintenance of tumor phenotypes . to overcome this limitation ,
the inducible transgenic mouse model was developed . in this system , if turning off the expression of the specific gene in tumor - bearing transgenic mice shows that transgene expression is required for tumor maintenance , the suppression of transgene expression will likely lead to tumor regression , validating the transgene protein as a target for future anticancer drug development .
given that tumor recurrence is always a concern in cancer therapy , understanding the molecular mechanisms underlying therapeutic resistance of tumor cells is critical for developing new therapeutic strategies against recurrent tumors .
the majority of fully regressed tumors after turning off the expression of transgene by withdrawing doxycycline from the drinking water will reoccur in the original tumor site as transgene expression - independent.7,8,17 by analyzing these recurrent tumors , we can understand the molecular basis of how tumor cells escape from their dependence on doxycycline - induced transgene expression.1719 therefore , inducible mouse models enable us to extrapolate the collected in vivo data to predict therapeutic responses in clinical settings and develop new therapeutic strategies against recurrent tumors . in this review , we will highlight the importance of inducible mouse models in studying target validation and tumor recurrence by citing several previously developed inducible mouse models as examples .
in the tet - on system , the expression of the transgene is turned on ( induced ) by administering doxycycline via drinking water and turned off ( suppressed ) by withdrawing doxycycline from the drinking water.20,21 two gem models are required for this system .
the first model harbors a gene of interest fused to a modified tetracycline response promoter element ( tre ) that contains seven repeats of a 19-nucleotide tetracycline operator ( teto ) sequence.20,21 the second model expresses an artificial transcription factor of tetracycline - inducible transactivator ( rtta ) under the control of a tissue - specific promoter . to express the gene of interest in a specific tissue , these two mouse lines
are crossed to generate compound mice harboring transgenes of both the gene of interest and rtta . in the presence of doxycycline ( adding doxycycline into the drinking water ) , doxycycline binding to rtta enables the doxycycline - bound rtta to stably bind to the tre element , leading to the expression of the gene of interest in a specific tissue.20,21 in the absence of doxycycline ( withdrawing doxycycline from the drinking water ) , doxycycline - free rtta can not bind to the tre element , resulting in the suppression of the gene of interest .
mutations in exons 1821 of the human egfr ( hegfr ) gene encoding the atp - binding pocket of the receptor s tyrosine kinase domain are found in approximately 10% and 35% of patients with non - small cell lung cancer ( nsclc ) in the us and in east asia , respectively.2225 in particular , an l858r substitution in exon 21 ( hegfr l858r ) and an in - frame deletion in exon 19 ( hegfr del ) are the two most common mutations .
however , the identification of these recurrent mutations at high frequencies in clinical specimens does not necessarily mean that these mutations functionally contribute to the initiation and progression of nsclc .
most importantly , for these mutations to serve as future therapeutic targets , these mutations should be required for the maintenance of nsclc .
therefore , to determine whether these two mutations are associated with initiation , progression , and tumor maintenance of nsclc , dr .
wong s group developed inducible transgenic mouse models.26 firstly , the group generated a transgenic mouse model in which either hegfr l858r or hegfr del was fused tre to generate two gem mouse models : tre - hegfr l858r and tre - hegfr del .
secondly , these mice were crossed with clara cell secretory protein promoter element - rtta ( ccsp - rtta ) mice to generate compound mice expressing either hegfr l858r or hegfr del in lung type 2 alveolar cells in a doxycycline - inducible manner 26 : tre - hegfr l858r / ccsp - rtta and tre - hegfr del / ccsp - rtta .
administration of doxycycline resulted in tumor development in murine lungs , serially precancerous lesions and bronchioloalveolar carcinoma within a few weeks , and invasive adenocarcinoma with more than four weeks after induction.26 in addition , withdrawal of doxycycline to suppress the expression of hegfr l858r or hegfr del in tumor - bearing compound mice resulted in complete tumor regression without recurrences.26 these results suggest that lung tumor cells are dependent on the expression of their respective transgenes for their proliferation and survival , validating these hegfr mutant proteins as prospective drug targets for the treatment of lung cancers harboring these specific egfr mutations .
these findings were immediately applied in preclinical trials of pharmaceutical inhibitors specific to the egfr mutants , such as gefitinib and erlotinib , to test their therapeutic efficacy against these inducible hegfr mutant - driven mouse lung tumors.26 these tumor cells showed dramatic responses to the egfr tyrosine kinase inhibitors , verifying that the egfr mutants serve as drug targets for the treatment of human lung cancers harboring these specific egfr mutations .
in addition , these inducible hegfr mutant mouse models were validated as valuable tools for efficacy studies of newly developed egfr tyrosine kinase inhibitors . however , in clinical settings , the majority of primary egfr mutant non - small cell lung carcinomas that initially responded to egfr tyrosine kinase inhibitors became resistant to the inhibitors .
27,28 several genomic studies of recurrent patient tumor samples identified other genetic alterations , including the secondary mutation of egfr t790 m in the egfr gene and mutations in the k - ras gene.23,29,30 using another inducible mouse model that expresses a mutant egfr ( egfr tl ) containing both hegfr l858r from the primary tumor and egfr t790 m from the recurrent tumor in murine lungs in the same manner above , it was shown that egfr tl is oncogenic and essential for tumor maintenance.19 given that an irreversible egfr tyrosine kinase inhibitor , hki-272 , previously showed high efficacy against gefitinib - insensitive egfr mutants , a therapeutic strategy combining hki-272 with gefitinib was proposed to treat primary tumors driven by egfr l858r and to prevent recurrent tumors driven by egfr t790 m .
preclinical trials of hki-272 alone in egfr tl - driven murine lung tumors showed suboptimal responses , consistent with unfavorable results from a phase i clinical trial of hki-272 for the treatment of previously treated nsclc patients.19 these studies suggest that results obtained from an inducible mouse model mirror clinical outcomes , validating inducible mouse models as promising tools for predicting clinical responses to cancer therapy .
her / neu protein overexpression and/or her / neu gene amplification were observed in approximately 20% to 30% primary human breast cancers , and were also associated with breast cancer progression and poor prognoses.31,32 to determine whether her / neu protein overexpression is associated with initiation , progression , and tumor maintenance of breast cancer , dr .
chodosh s group developed inducible transgenic mouse models.33 firstly , the group generated a transgenic mouse model ( teto - neunt ) in which a constitutively activate form of her2/neu with a substitution of valine for glutamic acid in the transmembrane domain ( neunt ) was fused to the minimal tet operator ( teto ) .
secondly , these mice were crossed with mouse mammary tumor virus promoter - reverse tetracycline transactivator ( mmtv - rtta ) mice to express transgenes in the breast epithelia of the mammary ductal system .
these mmtv - rtta / teto - neunt compound mice developed multiple invasive mammary carcinoma with pulmonary metastasis in the majority of tumor - bearing mice with doxycycline administration.33 after withdrawal of doxycycline , the tumors including pulmonary metastatic tumors , rapidly and fully regressed , suggesting that the activation of the her2/neu signaling pathway is required for tumor maintenance of both primary and metastatic tumors.18,33 since tumor recurrence is concern of breast cancer progression , they investigated the molecular mechanisms underlying recurrent tumors derived from fully regressed tumors after turning off the transgene expression in this mouse model.18 this study demonstrated that snail was upregulated in recurrent mammary tumors , and snail overexpression is sufficient for inducing rapid tumor recurrence after suppressing the expression of the transgene neunt in a xenograft model using tumor cell lines derived from the primary mouse tumors.18 therefore , snail may serve as a target for the treatment of recurrent breast cancer resulting from therapies against the her2/neu signaling pathway .
c - myc gene amplification is also detected in up to 15% of human breast cancers , with a much higher frequency of approximately 50% in brca1-dysfunctional breast cancer.34 to investigate the functional contribution of c - myc overexpression in breast cancer development and progression , an inducible transgenic mouse model overexpressing c - myc ( mmtv - rtta / teto - c - myc ) was also generated by dr .
group.8 while c - myc overexpression is sufficient for the development of mammary adenocarcinoma , approximately half of the primary tumors failed to regress after turning off the expression of the c - myc transgene .
in addition , half of the fully regressed tumors recurred at the site of original primary tumor.8 therefore , the majority of the initially c - myc - driven tumors eventually lost their dependence on the c - myc signaling pathway , suggesting that c - myc may not be appropriate as a therapeutic target for the treatment of human breast cancers harboring c - myc gene amplification .
many studies have reported the activation of the ras / raf / mek / erk pathway in the majority of androgen - depletion independent ( adi ) prostate cancers.3537 however , counter - intuitively , activating mutations in the ras / raf / mek / erk pathway are infrequent in human prostate cancers.7,9 to study the role of the activation of the ras / raf / mek / erk pathway in prostate cancer initiation and progression in vivo , dr .
chin s group generated an inducible mouse model ( tyr - rtta / teto - braf ) , in which the expression of a potent activator of ras / raf / mek / erk signaling , braf , is targeted to the murine prostate epithelia by tyrosinase promoter / enhancer ( tyr).7 although the tyrosinase promoter / enhancer has specific activity in melanocytes , it also showed activity in the prostate epithelia for unknown reasons.7 these mice developed invasive adenocarcinoma , and these tumors further progressed to indolent adi lesions after castration.7 however , as in the case of the inducible c - myc transgenic mouse model , transgene braf - driven prostate tumors constantly grew even after turning off the transgene expression.7 therefore , this study proposed that targeting braf for the treatment of adi prostate cancer does not have positive therapeutic potential . more than 95% of pancreatic
ductal adenocarcinoma ( pdac ) harbor mutations in the kras gene.3840 the expression of kras in murine pancreatic progenitor cells at a physiologically relevant level induced the full spectrum of pancreatic cancers from pancreatic intraepithelial neoplasias to invasive pancreatic cancer.41,42 these results suggest that the mutant kras is an oncogenic driver for the development of pancreatic cancer . to determine whether the mutant kras is required for tumor maintenance , dr .
depinho s group generated an inducible mouse model wherein the mutant kras is expressed in murine pancreatic cells at a physiological level in a triple transgenic strain ( teto - lox - stop - lox - kras / rosa26-lox - stop - lox - rtta - ires - gfp / p48-cre ) in a doxycyline - inducible manner . in this mouse model ,
cre expression in murine pancreatic cells eliminates the lox - stop - lox cassette containing three repetitive transcriptional stop sequences from both tetolox - stop - lox - kras and rosa26-lox - stop - lox - rtta - ires - gfp to express rtta and gfp using the endogenous rosa26 promoter and to generate teto - kras.41 in the presence of doxycycline , the mutant kras is expressed in pancreatic cells of these triple transgenic mice . leveraging this elaborate mouse model
, they proved that mutant kras is required for the maintenance of mutant kras - driven pancreatic tumors.41 to understand the molecular mechanisms of kras - mediated pancreatic tumor maintenance in this mouse model , they analyzed changes in the transcriptome of mutant kras - driven tumor samples at 24 hours after doxycyline withdrawal .
they demonstrated that multiple metabolic pathways are down - regulated in mutant kras - driven tumors upon the termination of transgene expression , suggesting that the mutant kras reprograms metabolism to enhance tumor growth.43 therefore , this study proposes the possibility that mutant kras itself and associated metabolic pathways serve as drug targets for the treatment of mutant kras - driven pancreatic cancers .
mutations in exons 1821 of the human egfr ( hegfr ) gene encoding the atp - binding pocket of the receptor s tyrosine kinase domain are found in approximately 10% and 35% of patients with non - small cell lung cancer ( nsclc ) in the us and in east asia , respectively.2225 in particular , an l858r substitution in exon 21 ( hegfr l858r ) and an in - frame deletion in exon 19 ( hegfr del ) are the two most common mutations .
however , the identification of these recurrent mutations at high frequencies in clinical specimens does not necessarily mean that these mutations functionally contribute to the initiation and progression of nsclc .
most importantly , for these mutations to serve as future therapeutic targets , these mutations should be required for the maintenance of nsclc .
therefore , to determine whether these two mutations are associated with initiation , progression , and tumor maintenance of nsclc , dr .
wong s group developed inducible transgenic mouse models.26 firstly , the group generated a transgenic mouse model in which either hegfr l858r or hegfr del was fused tre to generate two gem mouse models : tre - hegfr l858r and tre - hegfr del .
secondly , these mice were crossed with clara cell secretory protein promoter element - rtta ( ccsp - rtta ) mice to generate compound mice expressing either hegfr l858r or hegfr del in lung type 2 alveolar cells in a doxycycline - inducible manner 26 : tre - hegfr l858r / ccsp - rtta and tre - hegfr del / ccsp - rtta .
administration of doxycycline resulted in tumor development in murine lungs , serially precancerous lesions and bronchioloalveolar carcinoma within a few weeks , and invasive adenocarcinoma with more than four weeks after induction.26 in addition , withdrawal of doxycycline to suppress the expression of hegfr l858r or hegfr del in tumor - bearing compound mice resulted in complete tumor regression without recurrences.26 these results suggest that lung tumor cells are dependent on the expression of their respective transgenes for their proliferation and survival , validating these hegfr mutant proteins as prospective drug targets for the treatment of lung cancers harboring these specific egfr mutations .
these findings were immediately applied in preclinical trials of pharmaceutical inhibitors specific to the egfr mutants , such as gefitinib and erlotinib , to test their therapeutic efficacy against these inducible hegfr mutant - driven mouse lung tumors.26 these tumor cells showed dramatic responses to the egfr tyrosine kinase inhibitors , verifying that the egfr mutants serve as drug targets for the treatment of human lung cancers harboring these specific egfr mutations .
in addition , these inducible hegfr mutant mouse models were validated as valuable tools for efficacy studies of newly developed egfr tyrosine kinase inhibitors . however , in clinical settings , the majority of primary egfr mutant non - small cell lung carcinomas that initially responded to egfr tyrosine kinase inhibitors became resistant to the inhibitors .
27,28 several genomic studies of recurrent patient tumor samples identified other genetic alterations , including the secondary mutation of egfr t790 m in the egfr gene and mutations in the k - ras gene.23,29,30 using another inducible mouse model that expresses a mutant egfr ( egfr tl ) containing both hegfr l858r from the primary tumor and egfr t790 m from the recurrent tumor in murine lungs in the same manner above , it was shown that egfr tl is oncogenic and essential for tumor maintenance.19 given that an irreversible egfr tyrosine kinase inhibitor , hki-272 , previously showed high efficacy against gefitinib - insensitive egfr mutants , a therapeutic strategy combining hki-272 with gefitinib was proposed to treat primary tumors driven by egfr l858r and to prevent recurrent tumors driven by egfr t790 m .
preclinical trials of hki-272 alone in egfr tl - driven murine lung tumors showed suboptimal responses , consistent with unfavorable results from a phase i clinical trial of hki-272 for the treatment of previously treated nsclc patients.19 these studies suggest that results obtained from an inducible mouse model mirror clinical outcomes , validating inducible mouse models as promising tools for predicting clinical responses to cancer therapy .
her / neu protein overexpression and/or her / neu gene amplification were observed in approximately 20% to 30% primary human breast cancers , and were also associated with breast cancer progression and poor prognoses.31,32 to determine whether her / neu protein overexpression is associated with initiation , progression , and tumor maintenance of breast cancer , dr .
chodosh s group developed inducible transgenic mouse models.33 firstly , the group generated a transgenic mouse model ( teto - neunt ) in which a constitutively activate form of her2/neu with a substitution of valine for glutamic acid in the transmembrane domain ( neunt ) was fused to the minimal tet operator ( teto ) .
secondly , these mice were crossed with mouse mammary tumor virus promoter - reverse tetracycline transactivator ( mmtv - rtta ) mice to express transgenes in the breast epithelia of the mammary ductal system .
these mmtv - rtta / teto - neunt compound mice developed multiple invasive mammary carcinoma with pulmonary metastasis in the majority of tumor - bearing mice with doxycycline administration.33 after withdrawal of doxycycline , the tumors including pulmonary metastatic tumors , rapidly and fully regressed , suggesting that the activation of the her2/neu signaling pathway is required for tumor maintenance of both primary and metastatic tumors.18,33 since tumor recurrence is concern of breast cancer progression , they investigated the molecular mechanisms underlying recurrent tumors derived from fully regressed tumors after turning off the transgene expression in this mouse model.18 this study demonstrated that snail was upregulated in recurrent mammary tumors , and snail overexpression is sufficient for inducing rapid tumor recurrence after suppressing the expression of the transgene neunt in a xenograft model using tumor cell lines derived from the primary mouse tumors.18 therefore , snail may serve as a target for the treatment of recurrent breast cancer resulting from therapies against the her2/neu signaling pathway .
c - myc gene amplification is also detected in up to 15% of human breast cancers , with a much higher frequency of approximately 50% in brca1-dysfunctional breast cancer.34 to investigate the functional contribution of c - myc overexpression in breast cancer development and progression , an inducible transgenic mouse model overexpressing c - myc ( mmtv - rtta / teto - c - myc ) was also generated by dr . chodosh s
group.8 while c - myc overexpression is sufficient for the development of mammary adenocarcinoma , approximately half of the primary tumors failed to regress after turning off the expression of the c - myc transgene .
in addition , half of the fully regressed tumors recurred at the site of original primary tumor.8 therefore , the majority of the initially c - myc - driven tumors eventually lost their dependence on the c - myc signaling pathway , suggesting that c - myc may not be appropriate as a therapeutic target for the treatment of human breast cancers harboring c - myc gene amplification .
many studies have reported the activation of the ras / raf / mek / erk pathway in the majority of androgen - depletion independent ( adi ) prostate cancers.3537 however , counter - intuitively , activating mutations in the ras / raf / mek / erk pathway are infrequent in human prostate cancers.7,9 to study the role of the activation of the ras / raf / mek / erk pathway in prostate cancer initiation and progression in vivo , dr .
chin s group generated an inducible mouse model ( tyr - rtta / teto - braf ) , in which the expression of a potent activator of ras / raf / mek / erk signaling , braf , is targeted to the murine prostate epithelia by tyrosinase promoter / enhancer ( tyr).7 although the tyrosinase promoter / enhancer has specific activity in melanocytes , it also showed activity in the prostate epithelia for unknown reasons.7 these mice developed invasive adenocarcinoma , and these tumors further progressed to indolent adi lesions after castration.7 however , as in the case of the inducible c - myc transgenic mouse model , transgene braf - driven prostate tumors constantly grew even after turning off the transgene expression.7 therefore , this study proposed that targeting braf for the treatment of adi prostate cancer does not have positive therapeutic potential .
more than 95% of pancreatic ductal adenocarcinoma ( pdac ) harbor mutations in the kras gene.3840 the expression of kras in murine pancreatic progenitor cells at a physiologically relevant level induced the full spectrum of pancreatic cancers from pancreatic intraepithelial neoplasias to invasive pancreatic cancer.41,42 these results suggest that the mutant kras is an oncogenic driver for the development of pancreatic cancer . to determine whether the mutant kras is required for tumor maintenance , dr .
depinho s group generated an inducible mouse model wherein the mutant kras is expressed in murine pancreatic cells at a physiological level in a triple transgenic strain ( teto - lox - stop - lox - kras / rosa26-lox - stop - lox - rtta - ires - gfp / p48-cre ) in a doxycyline - inducible manner . in this mouse model , cre expression in murine pancreatic cells eliminates the lox - stop - lox cassette containing three repetitive transcriptional stop sequences from both tetolox - stop - lox - kras and rosa26-lox - stop - lox - rtta - ires - gfp to express rtta and gfp using the endogenous rosa26 promoter and to generate teto - kras.41 in the presence of doxycycline , the mutant kras is expressed in pancreatic cells of these triple transgenic mice . leveraging this elaborate mouse model
, they proved that mutant kras is required for the maintenance of mutant kras - driven pancreatic tumors.41 to understand the molecular mechanisms of kras - mediated pancreatic tumor maintenance in this mouse model , they analyzed changes in the transcriptome of mutant kras - driven tumor samples at 24 hours after doxycyline withdrawal .
they demonstrated that multiple metabolic pathways are down - regulated in mutant kras - driven tumors upon the termination of transgene expression , suggesting that the mutant kras reprograms metabolism to enhance tumor growth.43 therefore , this study proposes the possibility that mutant kras itself and associated metabolic pathways serve as drug targets for the treatment of mutant kras - driven pancreatic cancers .
this short review article provides an overview of the significance of doxycycline - inducible transgenic mouse models in studying target validation and tumor recurrence by summarizing studies using inducible mouse models for lung cancer ( tre - hegfr l858r / ccsp - rtta , tre - hegfr del / ccsp - rtta , and tre - egfr tl / ccsp - rtta ) , inducible mouse models for breast cancer ( mmtv - rtta / teto - neunt and mmtv - rtta / teto - c - myc ) , an inducible mouse model for adi prostate cancer ( tyr - rtta / teto - braf ) , and an inducible mouse model for pdac ( teto - lox - stop - lox - kras / rosa26-lox - stop - lox - rtta - ires - g fp / p48-cre ) . despite investing much effort and time ,
many researchers have failed to identify driver genes that functionally contribute to tumor development . when a driver gene is successfully identified , the driver gene may later be found not to be required for tumor maintenance .
thus , this driver gene product is not useful as a future drug target for the treatment of related cancers .
these failures can be partially attributed to the limitations of in vitro and in vivo systems in studying target validation and tumor recurrence.16 for example , promising results regarding target validation through loss - of function study using either sirna - mediated knockdown or small chemical inhibitor treatment with tumor cell lines are not frequently reproduced in in vivo systems . as mentioned above ,
conventional transgenic mouse models are limited for the study of target validation and tumor recurrence due to the inability to regulate transgene expression in a temporal manner .
these limitations are overcome with an inducible transgenic mouse model . despite the significance of inducible mouse models in studying target validation and tumor recurrence , many were wary about the extensive use of doxycycline due to its detrimental effects on mitochondria .
in particular , doxycycline impairs mitochondrial proteostasis and induces some physiological changes associated with energy metabolism in mice.44 in addition , doxycycline is a tetracycline antibiotic , so it can change the gut microbiome , ultimately affecting mice immune system and metabolism.4547 these unwanted consequences might affect the tumorigenic potential of certain genes in this doxycycline - inducible mouse model .
therefore , the effects of doxycycline should be well controlled to study the tumorigenic potential of genes associated with immune responses and metabolic pathways in particular .
the ultimate goal of cancer research is to develop therapeutic strategies against primary tumors and recurrent tumors through the study of target validation and tumor recurrence .
 genetically - engineered mouse ( gem ) models have provided significant contributions to our understanding of cancer biology and developing anticancer therapeutic strategies . 
 the development of gem models that faithfully recapitulate histopathological and clinical features of human cancers is one of the most pressing needs to successfully conquer cancer . in particular , doxycycline - inducible transgenic mouse models allow us to regulate ( induce or suppress ) the expression of a specific gene of interest within a specific tissue in a temporal manner . leveraging this mouse model system 
 , we can determine whether the transgene expression is required for tumor maintenance , thereby validating the transgene product as a target for anticancer drug development ( target validation study ) . 
 in addition , there is always a risk of tumor recurrence with cancer therapy . by analyzing recurrent tumors derived from fully regressed tumors after turning off transgene expression in tumor - bearing mice 
 , we can gain an insight into the molecular basis of how tumor cells escape from their dependence on the transgene ( tumor recurrence study ) . 
 results from such studies will ultimately allow us to predict therapeutic responses in clinical settings and develop new therapeutic strategies against recurrent tumors . 
 the aim of this review is to highlight the significance of doxycycline - inducible transgenic mouse models in studying target validation and tumor recurrence . 