Blood-based predictive biomarkers for overall survival (OS) in patients (pts) receiving the immunotherapy sipuleucel-T (sip-T).

2017 ◽  
Vol 35 (7_suppl) ◽  
pp. 36-36
Author(s):  
William K. Oh ◽  
Harini Kandadi ◽  
Nadeem Anwar Sheikh ◽  
Matt D. Galsky
Keyword(s):  
Gene Expression ◽  
Proportional Hazards ◽  
Mononuclear Cells ◽  
Specific Antigen ◽  
Predictive Biomarkers ◽  
Gene Signature ◽  
Cox Proportional Hazards ◽  
Castration Resistant Prostate Cancer ◽  
Gene Score ◽  
The Impact

36 Background: Sip-T is an FDA-approved immunotherapy for the treatment of asymptomatic or minimally symptomatic metastatic castration-resistant prostate cancer (mCRPC). While baseline prostate-specific antigen level correlates with prolonged OS in pts treated with sip-T, biomarkers predictive of OS remain elusive. Gene expression signatures in peripheral blood (PB) correlate with prognosis in mCRPC (Ross et al, Lancet Oncol. 2012). This study sought to identify a candidate PB gene signature predictive of OS benefit with sip-T. Methods: PB mononuclear cells from sip-T or control (CN) mCRPC pts in the IMPACT trial (NCT00065442) were collected prior to leukapheresis. Affymetrix gene chip (HGU133P2) screening evaluated gene expression; association of gene expression with OS was performed using a multivariate Cox proportional hazards regression model, where OS was fit to gene expression and the 2003 baseline Halabi prognostic variables. The top 50 gene candidates were selected for qPCR confirmation. Results: Out of the 50 gene candidates selected for qPCR confirmation, 5 genes were associated with OS. High expression of SNTB1 and CHI3L2 and low expression of SYNGR3, AURKC, and ZNF268 were associated with improved OS in sip-T–treated pts but not in CN arm pts. A composite gene score (CGS) was calculated incorporating expression of these genes. In a CGS tertile analysis, OS in the top and middle sip-T tertiles was significantly better compared with the corresponding CN groups (Table). The lowest sip-T tertile had a median OS similar to that of the CN arm. Conclusions: CGS based on baseline gene expression may predict OS outcomes for mCRPC pts receiving sip-T. Compared with the CN arm, OS was significantly improved in the top two tertiles of sip-T–treated pts; OS in the bottom tertile was similar to the CN arm. Clinical trial information: NCT00065442. [Table: see text]

Overall survival (OS) and metastasis-free survival (MFS) by depth of prostate-specific antigen (PSA) decline in the phase III PROSPER trial of men with nonmetastatic castration-resistant prostate cancer (nmCRPC) treated with enzalutamide (ENZA).

2021 ◽  
Vol 39 (6_suppl) ◽  
pp. 94-94
Author(s):  
Maha H. A. Hussain ◽  
Cora N. Sternberg ◽  
Eleni Efstathiou ◽  
Karim Fizazi ◽  
Qi Shen ◽  
...  
Keyword(s):  
Proportional Hazards ◽  
Reference Group ◽  
Specific Antigen ◽  
Cox Proportional Hazards ◽  
Phase Iii ◽  
Castration Resistant Prostate Cancer ◽  
Analysis Model ◽  
Increased Risk ◽  
Psa Nadir ◽  
Post Hoc

94 Background: The PROSPER trial demonstrated prolonged MFS and OS for men with nmCRPC and rapidly rising PSA treated with ENZA vs placebo, both in combination with androgen deprivation therapy (ADT). The final survival analysis of PROSPER (Sternberg et al. NEJM 2020) recently reported a median OS of 67.0 months (95% CI, 64.0 to not reached) with ENZA and 56.3 months (95% CI, 54.4 to 63.0) with placebo (hazard ratio [HR] for death, 0.73; 95% CI, 0.61 to 0.89; P = .001). Post hoc analyses of PROSPER evaluating PSA dynamics have demonstrated longer MFS with greater PSA decline (Hussain et al. ESMO Sept 19-21, 2020. Poster 685P) and increased risk of metastases in patients with even modest PSA progression vs those without (Saad et al. Eur Urol 2020). Here we further explored the relationship between PSA dynamics and outcomes in PROSPER using uniquely defined PSA subgroups of decline. Methods: Eligible men in PROSPER had nmCRPC, a PSA level ≥ 2 ng/mL at baseline, and a PSA doubling time ≤ 10 months. Men continued ADT, were randomized 2:1 to ENZA 160 mg once daily vs placebo, and had PSA evaluation at week 17 and every 16 weeks thereafter. This post hoc analysis evaluated OS and MFS for 4 mutually exclusive subgroups defined by PSA nadir using men with PSA reduction < 50% as the reference group. The HR is based on an unstratified Cox proportional hazards analysis model. Results: 1401 men were enrolled in PROSPER; 933 were treated with ENZA and PSA data were available for 905. Measured at nadir, 38% of these men achieved PSA reduction ≥ 90% (actual nadir < 0.2 ng/mL), and another 27% achieved PSA reduction ≥ 90% (actual nadir ≥ 0.2 ng/mL). Among men in the placebo arm of PROSPER only 3/457 reported PSA reduction ≥ 90%. Median OS and MFS increased with increasing depth of PSA decline (Table). Conclusions: In men with nmCRPC and rapidly rising PSA treated with ADT plus ENZA, there was a close relationship between the degree of PSA decline and survival outcomes. Defining PSA by both percent decline and actual decline below 0.2 ng/mL revealed a previously under-appreciated relationship between these PSA metrics and highlights the importance of PSA nadir as an intermediate biomarker in nmCRPC. Clinical trial information: NCT02003924. [Table: see text]

Glucocorticoid receptor (GR) expression in circulating tumor cells (CTCs) to prognosticate overall survival (OS) for metastatic castration-resistant prostate cancer (mCRPC) patients (pts) treated with androgen receptor signaling inhibitors (ARSi).

2017 ◽  
Vol 35 (6_suppl) ◽  
pp. 194-194 ◽  
Author(s):  
David Wise ◽  
James Kelvin ◽  
Ryon Graf ◽  
Nicole A. Schreiber ◽  
Brigit McLaughlin ◽  
...  
Keyword(s):  
Protein Expression ◽  
Proportional Hazards ◽  
Proportional Hazards Model ◽  
Predictive Biomarker ◽  
Cox Proportional Hazards ◽  
Cox Proportional Hazards Model ◽  
Castration Resistant Prostate Cancer ◽  
Hazards Model ◽  
Kaplan Meier ◽  
The Impact

194 Background: Upregulation of GR protein expression in metastatic biopsies from pts with CRPC has previously been shown to correlate with resistance to enzalutamide and has been validated as a therapeutic target in pre-clinical studies. We sought to determine whether upregulated GR protein expression in CTCs from pts with progressing mCRPC predicted clinical outcomes following treatment with enzalutamide (E) or abiraterone (A). Methods: Pre-therapy blood samples from 54 pts with progressing mCRPC were subjected to CTC analysis using the Epic Sciences platform. Samples were examined to identify CK+ (CK+, CD45- cells, with intact nuclei, morph distinct) CTCs for GR protein expression. GR+ CTCs were defined as having expression greater than the 95th percentile of GR expression in the GR negative LNCAP cell line. Kaplan-Meier analysis was used to test the impact of GR+ CTCs on OS following treatment with A or E. A Cox proportional hazards model with CTC number and GR positivity was used in a multivariate analysis. Results: 37 out of 54 pts (69%) had detectable and viable CK+ CTCs. 28 out of 37 pts (76%) had CTCs with upregulated GR staining with a median of 6 GR+/CK+ cells/ml per patient (range 0.7 – 244 cells/ml). The OS of patients with GR+ CTCs treated with ARSi was significantly worse than that of patients without detectable GR+ CTCs (11.4 mo. vs NA, p < 0.01), an effect independent and additive to the presence of viable CTCs, a previously described prognostic biomarker (see Table). Conclusions: GR protein upregulation in CTCs can be detected in a significant percentage of pts with progressing mCRPC and the presence of GR+ CTCs predicts worse OS in response to ARSi. The data supports previously reported pre-clinical data proposing a pathogenic role for GR in mediating resistance to ARSi therapy. Detection of GR in patient CTCs may be a useful predictive biomarker to guide GR-directed therapies. [Table: see text]

Efficacy of apalutamide (APA) plus ongoing androgen deprivation therapy (ADT) in patients (pts) with nonmetastatic castration-resistant prostate cancer (nmCRPC) and baseline (BL) comorbidities (CM).

2019 ◽  
Vol 37 (15_suppl) ◽  
pp. 5023-5023 ◽  
Author(s):  
Eric Jay Small ◽  
Fred Saad ◽  
Simon Chowdhury ◽  
Stephane Oudard ◽  
Boris A. Hadaschik ◽  
...  
Keyword(s):  
Proportional Hazards ◽  
Progression Free Survival ◽  
Cox Proportional Hazards ◽  
Castration Resistant Prostate Cancer ◽  
Free Survival ◽  
Proportional Hazards Models ◽  
Castration Resistant ◽  
Cox Proportional Hazards Models ◽  
The Impact ◽  
Clinical Trial Information

5023 Background: The addition of APA to ongoing ADT in pts with nmCRPC significantly prolonged metastasis-free survival (MFS), time to symptomatic progression (SymProg), and second progression-free survival (PFS2) in SPARTAN. We assessed the impact of APA on these end points in pts with or without BL CM. Methods: Using Cox proportional hazards models, treatment effect of APA was evaluated in SPARTAN pts with CM at BL, stratifying by the presence of BL diabetes/hyperglycemia (D/H), cardiovascular disease (CVD), hypertension (HTN), and renal insufficiency (RI). Results: Of 1207 SPARTAN pts, 1062 (88%) had ≥ 1 BL CM, including 703/806 (87%) APA pts and 359/401 (90%) PBO pts. A total of 226 (19%), 398 (33%), 798 (66%), and 774 (64%) pts had D/H, CVD, HTN, and RI, respectively; 323 (27%), 412 (34%), 259 (21%), and 68 (6%) pts had 1, 2, 3, and 4 CM, respectively. Incidence of CM was balanced between arms. Pts with CM were older than pts with no CM (median age, 75 vs 69 yrs, APA; 74 vs 69 yrs, PBO). MFS, SymProg, and PFS2 benefit with APA was significant in all CM subgroups, except PFS2 for pts with D/H (Table) and regardless of the number of CM. The incidence of any treatment-emergent AE was balanced between pts with and without CM. AEs with APA were not affected by any CM. Clinical trial information: NCT01946204. Conclusions: The benefit of APA + ongoing ADT in pts with nmCRPC was maintained in pts with D/H, CVD, HTN, and RI. The safety profile of APA was not affected by any CM.[Table: see text]

Early change in prostate-specific antigen levels as a predictive marker for overall survival during vintage hormonal therapy for metastatic hormone-sensitive prostate cancer

2020 ◽  
Author(s):  
Shotaro Nakanishi ◽  
Masato Goya ◽  
Mitsuyoshi Tamaki ◽  
Takuma Oshiro ◽  
Seiichi Saito
Keyword(s):  
Prostate Cancer ◽  
Overall Survival ◽  
Prostate Specific Antigen ◽  
Proportional Hazards ◽  
Specific Antigen ◽  
Predictive Marker ◽  
Cox Proportional Hazards ◽  
Castration Resistant Prostate Cancer ◽  
Castration Resistant ◽  
Hormone Sensitive

Abstract Background The effect of early changes in prostate-specific antigen (PSA) levels after androgen deprivation therapy (ADT) in metastatic hormone-sensitive prostate cancer (mHSPC) patients has not been well investigated. Here, we evaluated the effect of factors that lead to castration-resistant prostate cancer (CRPC) progression and overall survival (OS) in mHSPC. Methods Medical records of 71 consecutive primary mHSPC patients treated with ADT were analyzed. Factors predicting the time to CRPC and OS in these patients were evaluated at 3 months after ADT induction. Results The median times to CRPC and OS were 15 months and 92 months, respectively. In multivariate analysis using Cox proportional hazards regression, a Gleason score of 8 or more (p = 0.004), extent of disease value (EOD) of 2 or more (p = 0.004), and a PSA level of 1% or more of the pretreatment levels after 3 months of ADT (p = 0.017) were independent predictors of shorter time to CRPC. For OS, a PSA level of 1% or more after 3 months of ADT was the independent predictor (p = 0.004). Conclusion % PSA was an important factor that correlated with poor prognosis at 3 months after ADT induction.

scholarly journals Prognostic and predictive clinical factors in patients with metastatic castration-resistant prostate cancer treated with cabazitaxel

2018 ◽  
Vol 12 (8) ◽  
Author(s):  
Daniel W. Yokom ◽  
John Stewart ◽  
Nimira S. Alimohamed ◽  
Eric Winquist ◽  
Scott Barry ◽  
...  
Keyword(s):  
Prostate Cancer ◽  
Treatment Response ◽  
Proportional Hazards ◽  
Treatment Options ◽  
Multivariable Analysis ◽  
Specific Antigen ◽  
Cox Proportional Hazards ◽  
Castration Resistant Prostate Cancer ◽  
Clinical Factors ◽  
Castration Resistant

Introduction: Cabazitaxel is one of several treatment options available for patients with metastatic castration-resistant prostate cancer who have progressed on docetaxel. Little is known about clinical factors that influence prognosis or treatment response for patients receiving cabazitaxel. Identifying prognostic and predictive factors could contribute to the optimal selection of patients for treatment after docetaxel.Methods: A retrospective review of patients enrolled on the cabazitaxel Canadian Early Access Program (C-EAP) was performed. Clinical factors were analyzed by univariable and multivariable Cox proportional hazards and logistic regression analysis to identify independent predictors of prognosis and response.Results: Forty-five patients from five centres in Canada were included in this study. On multivariable analysis, lower hemoglobin was associated with shorter survival. No other factors were independently associated with survival, prostate-specific antigen (PSA) response, or primary PSA progression.Conclusions: Clinical factors predicting survival or treatment response were not identified for men with castration-resistant prostate cancer receiving cabazitaxel. Larger studies may be necessary to identify clinical factors and biomarkers that identify whether patients should or should not receive cabazitaxel.

Overall survival (OS) in men with chemotherapy-naïve metastatic castration-resistant prostate cancer (mCRPC) receiving bicalutamide (BIC) followed by enzalutamide (ENZA) or abiraterone (ABI).

2020 ◽  
Vol 38 (6_suppl) ◽  
pp. 40-40
Author(s):  
Daniel J. George ◽  
Scott T. Tagawa ◽  
Stanislav Lechpammer ◽  
Dave Russell ◽  
Agnes Hong ◽  
...  
Keyword(s):  
Real World ◽  
Index Date ◽  
Proportional Hazards ◽  
Cox Proportional Hazards ◽  
Veterans Health ◽  
Health Administration ◽  
Castration Resistant Prostate Cancer ◽  
First Line ◽  
Cox Analysis ◽  
The Impact

40 Background: The objective of this study was to evaluate real-world OS in men with chemotherapy-naïve mCRPC treated with first-line ENZA or ABI or sequencing to these agents after treatment with BIC ( > 90 d). Methods: A retrospective analysis was performed using the Veterans Health Administration (VA) database. Men with mCRPC and ≥ 1 pharmacy claim for ABI or ENZA (1st claim date = index date) following surgical or medical castration and with no chemotherapy treatment 12 months pre-index date were identified from 01APR2014 to 31MAR2017. Men had continuous VA enrollment for ≥ 12 months pre- index date and were followed until death or study end. Cox proportional hazards regression models examined the impact of treatment on OS, and the impact of first using BIC ( > 90 d) vs first-line use of ABI and ENZA on OS. Adjusted Kaplan-Meier analysis was conducted to graphically describe OS. Results: This study included 1229 ENZA- and 1945 ABI-treated men with mCRPC with mean ages of 74 and 73 y, respectively. Median follow‐up was 548 and 572 d, and median OS was 892 and 786 d, respectively. ENZA and ABI were first-line treatment in 1068 and 1628 men, but BIC ( > 90 d) was first used before sequencing to ENZA or ABI in 161 and 317 men, respectively. Median duration of BIC treatment was similar in men subsequently treated with ENZA or ABI (251 v 246 d, respectively). Compared with first-line ABI, use of ABI following BIC led to shorter OS (hazard ratio [HR] = 1.30; 95% CI 1.11 -1.52). Compared with first-line ENZA, use of ENZA following BIC resulted in a nonsignificant effect on OS (HR = 0.92; 95% CI 0.72-1.19). In the Cox analysis, ENZA-treated men had longer OS compared with ABI-treated men (HR = 0.84; 95% CI 0.76-0.94). Conclusions: Use of BIC ( > 90 d) before sequencing to ENZA did not negatively effect OS, however BIC before ABI impacted OS adversely in men with chemotherapy-naïve mCRPC. There are significant differences in OS favoring ENZA compared with ABI regardless of prior BIC. Real-world observational data are nonrandomized, and markers for disease severity/volume are not available in the claims database. Further research is required to confirm these findings.

scholarly journals 177 Lu-PSMA-617 radioligand therapy of metastatic castration-resistant prostate cancer: Initial 254-patient results from a prospective registry (REALITY Study)

2021 ◽  
Author(s):  
Fadi Khreish ◽  
Zaidoon Ghazal ◽  
Robert J. Marlowe ◽  
Florian Rosar ◽  
Amir Sabet ◽  
...  
Keyword(s):  
Prostate Cancer ◽  
Proportional Hazards ◽  
Specific Antigen ◽  
Cox Proportional Hazards ◽  
Castration Resistant Prostate Cancer ◽  
Radioligand Therapy ◽  
Baseline Serum ◽  
Castration Resistant ◽  
Patient Reported ◽  
End Stage

Abstract Purpose Preliminary data from retrospective analyses and recent data from large randomized controlled trials suggest safety and efficacy of radioligand therapy (RLT) targeting prostate-specific membrane antigen (PSMA) in men with metastatic castration-resistant prostate cancer (mCRPC). Limited data on this modality have been published regarding large samples treated in everyday practice. Methods We analyzed prospectively collected registry data regarding lutetium-177 (177Lu)-PSMA-617 RLT of 254 consecutive men with mCRPC seen in everyday academic practice. Since 177Lu-PSMA-617 was experimental salvage treatment following failure of individually appropriate conventional therapies, patients were generally elderly and heavily pretreated (median age 70 years; prior taxanes 74.0%, 188/254), with late–end-stage disease (visceral metastasis in 32.7%, 83/254). Primary endpoints were response to RLT, defined by changes from baseline serum prostate-specific antigen (PSA) concentration, PSA progression-free survival (PSA-PFS), and overall survival (OS), estimated with Kaplan–Meier statistics, and caregiver-reported and patient-reported safety. Unless noted, median (minimum–maximum) values are given. Results Patients received 3 (1–13) 177Lu-PSMA-617 activities (6.5 [2.5–11.6] GBq/cycle) every 5.7 (3.0–11.0) weeks. Best response was ≥ 50% PSA reduction in 52.0% of patients (132/254). PSA-PFS was 5.5 (95% confidence interval [95%CI] 4.4–6.6) months and OS, 14.5 (95%CI 11.5–17.5) months. In multivariable Cox proportional-hazards modeling, response to the initial ≤ 2 RLT administrations was the strongest significant prognosticator related to OS (hazard ratio 3.7 [95%CI 2.5–5.5], p < 0.001). No RLT-related deaths or treatment discontinuations occurred; the most frequent RLT-related Grade 3/4 adverse events were anemia (18/254 patients, 7.1%), thrombocytopenia (11/254, 4.3%), and lymphopenia (7/254, 2.8%). RLT-related xerostomia, all grade 1/2, was noted in 53/254 (20.9%). Conclusions In a large, prospectively observed “real-world” cohort with late-stage/end-stage mCRPC and conventional treatment failure, 177Lu-PSMA-617 RLT was effective, safe, and well-tolerated. Early biochemical disease control by such therapy was associated with better OS. Prospective study earlier in the disease course may be warranted.

Association of consensus molecular subtypes (CMS) with time to progression (TTP), progression free survival (PFS), and overall survival (OS) with second-line FOLFIRI ± regorafenib in metastatic colorectal cancer (mCRC).

2019 ◽  
Vol 37 (4_suppl) ◽  
pp. 597-597
Author(s):  
Michael Sangmin Lee ◽  
Sara R. Selitsky ◽  
Joel S. Parker ◽  
James Todd Auman ◽  
Yunhan Wu ◽  
...  
Keyword(s):  
Gene Expression ◽  
Proportional Hazards ◽  
Cox Proportional Hazards ◽  
Training Data ◽  
Prognostic Impact ◽  
Line Treatment ◽  
Second Line ◽  
Data Set ◽  
Significant Difference ◽  
The Impact

597 Background: LCCC1029 was a 2:1 randomized phase II trial of second-line FOLFIRI plus either regorafenib or placebo in mCRC that showed no statistically significant difference in PFS or OS. CMS, defined using gene expression, is prognostic for PFS and OS in previously untreated mCRC, but the impact of CMS in second-line treatment is unclear, as well as its impact on regorafenib efficacy. Methods: RNAseq on archival tumor tissue was successfully performed in 68 LCCC1029 patients (49 on regorafenib, 19 on placebo). A multinomial elastic net CMS classifier was trained using 6 CRC gene expression data sets with known CMS classification. We built our model with only CMS1-4 classified samples and then applied it to normalized and median adjusted RNASeq from LCCC1029 to classify all samples into CMS1-4. TTP, PFS, and OS were compared using Kaplan-Meier method and log-rank tests, and hazard ratios were estimated using Cox proportional hazards method. Results: Our model had > 93% sensitivity and specificity for CMS1-4 in the training data set; the 17% of non-consensus samples in the training data were predominantly labeled CMS2. We classified the LCCC1029 samples as CMS1 (12%), CMS2 (63%), CMS3 (4%), and CMS4 (21%). CMS was prognostic for TTP (log-rank p=0.03), with median for CMS1 of 2.0 months (95% CI 0.0-4.8) versus 5.6 months (5.3-5.9) for CMS2 and 7.8 months (5.5-10.1) for CMS4. There was a trend toward association between CMS and either PFS (log-rank p = 0.11) or OS (log-rank p = 0.085). CMS2 had superior OS compared to CMS1 (HR 0.39, 95% CI 0.17-0.87, p = 0.02). With our limited sample size, we found no significant interaction between CMS and treatment arm for TTP, PFS, or OS. Conclusions: CMS is associated with significant differences in TTP in second-line treatment of mCRC in LCCC1029, and specific CMS types also have differences in OS. Thus, the prognostic impact of CMS extends to second-line treatment in mCRC, meriting further study of CMS classification in additional non-first-line studies.

Age at Exposure to Parental Suicide and the Subsequent Risk of Suicide in Young People

Crisis ◽  
2018 ◽  
Vol 39 (1) ◽  
pp. 27-36 ◽  
Author(s):  
Kuan-Ying Lee ◽  
Chung-Yi Li ◽  
Kun-Chia Chang ◽  
Tsung-Hsueh Lu ◽  
Ying-Yeh Chen
Keyword(s):  
Young People ◽  
Proportional Hazards ◽  
Proportional Hazards Model ◽  
Cox Proportional Hazards ◽  
Cox Proportional Hazards Model ◽  
Birth Registry ◽  
Data Set ◽  
Parental Suicide ◽  
The Impact ◽  
Age At Exposure

Abstract. Background: We investigated the age at exposure to parental suicide and the risk of subsequent suicide completion in young people. The impact of parental and offspring sex was also examined. Method: Using a cohort study design, we linked Taiwan's Birth Registry (1978–1997) with Taiwan's Death Registry (1985–2009) and identified 40,249 children who had experienced maternal suicide (n = 14,431), paternal suicide (n = 26,887), or the suicide of both parents (n = 281). Each exposed child was matched to 10 children of the same sex and birth year whose parents were still alive. This yielded a total of 398,081 children for our non-exposed cohort. A Cox proportional hazards model was used to compare the suicide risk of the exposed and non-exposed groups. Results: Compared with the non-exposed group, offspring who were exposed to parental suicide were 3.91 times (95% confidence interval [CI] = 3.10–4.92 more likely to die by suicide after adjusting for baseline characteristics. The risk of suicide seemed to be lower in older male offspring (HR = 3.94, 95% CI = 2.57–6.06), but higher in older female offspring (HR = 5.30, 95% CI = 3.05–9.22). Stratified analyses based on parental sex revealed similar patterns as the combined analysis. Limitations: As only register-­based data were used, we were not able to explore the impact of variables not contained in the data set, such as the role of mental illness. Conclusion: Our findings suggest a prominent elevation in the risk of suicide among offspring who lost their parents to suicide. The risk elevation differed according to the sex of the afflicted offspring as well as to their age at exposure.

scholarly journals Ovarian cycle stage critically affects 21-gene recurrence scores in Mmtv-Pymt mouse mammary tumours

BMC Cancer ◽  
2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Sarah M. Bernhardt ◽  
Pallave Dasari ◽  
Danielle J. Glynn ◽  
Lucy Woolford ◽  
Lachlan M. Moldenhauer ◽  
...  
Keyword(s):  
Breast Cancer ◽  
Gene Expression ◽  
Menstrual Cycle ◽  
Recurrence Score ◽  
Gene Signature ◽  
Ovarian Cycle ◽  
Oncotype Dx ◽  
Mammary Tumours ◽  
Er Positive ◽  
The Impact

Abstract Background The Oncotype DX 21-gene Recurrence Score is predictive of adjuvant chemotherapy benefit for women with early-stage, estrogen receptor (ER)-positive, HER2-negative breast cancer. In premenopausal women, fluctuations in estrogen and progesterone during the menstrual cycle impact gene expression in hormone-responsive cancers. However, the extent to which menstrual cycling affects the Oncotype DX 21-gene signature remains unclear. Here, we investigate the impact of ovarian cycle stage on the 21-gene signature using a naturally cycling mouse model of breast cancer. Methods ER-positive mammary tumours were dissected from naturally cycling Mmtv-Pymt mice at either the estrus or diestrus phase of the ovarian cycle. The Oncotype DX 21-gene signature was assessed through quantitative real time-PCR, and a 21-gene experimental recurrence score analogous to the Oncotype DX Recurrence Score was calculated. Results Tumours collected at diestrus exhibited significant differences in expression of 6 Oncotype DX signature genes (Ki67, Ccnb1, Esr1, Erbb2, Grb7, Bag1; p ≤ 0.05) and a significant increase in 21-gene recurrence score (21.8 ± 2.4; mean ± SEM) compared to tumours dissected at estrus (15.5 ± 1.9; p = 0.03). Clustering analysis revealed a subgroup of tumours collected at diestrus characterised by increased expression of proliferation- (p < 0.001) and invasion-group (p = 0.01) genes, and increased 21-gene recurrence score (p = 0.01). No correlation between ER, PR, HER2, and KI67 protein abundance measured by Western blot and abundance of mRNA for the corresponding gene was observed, suggesting that gene expression is more susceptible to hormone-induced fluctuation compared to protein expression. Conclusions Ovarian cycle stage at the time of tissue collection critically affects the 21-gene signature in Mmtv-Pymt murine mammary tumours. Further studies are required to determine whether Oncotype DX Recurrence Scores in women are similarly affected by menstrual cycle stage.

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