Back to Authors

Díaz‐Rubio, Eduardo

https://orcid.org/0000-0003-2792-5348

Mayo Clinic

Hospital Clínico San Carlos

Citations 23

Response to Biologics in Patients With Early-Onset Treatment-Naïve Metastatic Colorectal Cancer—An Aide et Recherche en Cancérologie Digestive Database Analysis
Jin, Zhaohui , Hubbard, Joleen M. , Eng, Cathy , Lieu, Christopher H. , Douillard, Jean‐Yves , Adams, Richard , Maughan, Tim , Cutsem, Eric Van , Venook, Alan P. , Lenz, Heinz‐Josef , Heinemann, Volker , Schmoll, H.J.E-V., Fuchs, Charles S. , Hecht, J. Randolph , Punt, Cornelis J. A. , Bokemeyer, Carsten , Gramont, Aimery de , Venook, Alan P , Maughan, Timothy S , Hubbard, Joleen , Adams, Richard , Van Cutsem, Eric , Lieu, Christopher , Jin, Zhaohui , Eng, Cathy , Dixon, Jesse G. , Stintzing, Sebastian , Saltz, Leonard B. , Falcone, Alfredo , Díaz‐Rubio, Eduardo , Punt, Cornelis J.A. , Tebbutt, Niall C. , Chibaudel, Benoist , Zalcberg, John , Yoshino, Takayuki , Shi, Qian

JCO Oncology Advances | July 9, 2025 | Volume: No volume available | Issue: 2 | Pages: No page available

10.1200/oa-24-00080 Get It

PURPOSE Colorectal cancer (CRC) incidence and mortality have decreased since the 1970s, but the incidence in young adults (<50 years, named early-onset CRC [eoCRC]) has been increasing. PATIENTS AND METHODS Individual patient data on 13,365 patients with metastatic CRC enrolled between 2000 and 2012 in 17 first-line randomized trials in the Aide et Recherche en Cancérologie Digestive database were pooled. The distribution of demographics, clinicopathologic features, biomarkers, and outcome data were summarized and compared by age groups. Progression-free survival (PFS) and overall survival (OS) were assessed by Kaplan-Meier curves and Cox models stratified by treatment arms within studies, adjusting for potential confounders. Predictive value of age group on clinical outcomes was evaluated by testing interaction effect between treatment and age variables. RESULTS Overall, 2,045 patients with eoCRC (median age, 42.5) and 11,320 patients with average-onset CRC (aoCRC; median age, 63.8) were included in this analysis. Within the eoCRC population, treatment with bevacizumab in addition to chemotherapy improved PFS (9.9 v 6.8 months; hazard ratio [HR], 0.66 [95% CI, 0.54 to 0.80]; P < .0001), which was similar to the findings in aoCRC population (9.4 v 7.3 months; HR, 0.73 [95% CI, 0.67 to 0.80]; P < .001; interaction P = .5415). However, epithelial growth factor receptor inhibitor (EGFRi) did not improve PFS in RAS wild-type (WT) patients with eoCRC who had left-sided primary tumors (8.3 v 8.9 months; HR, 1.20 [95% CI, 0.81 to 1.77]; P = .36), whereas EGFRi significantly improved PFS in the aoCRC population (9.9 v 8.5 months; HR, 0.74 [95% CI, 0.64 to 0.86]; P < .0001; interaction P = .083). CONCLUSION Treatment-naïve patients with metastatic eoCRC appear to derive similar benefit from bevacizumab as patients with aoCRC. However, patients with eoCRC with left-sided RAS/RAF WT tumors did not appear to derive benefit from first-line EGFRi.
Evaluation of Intratumoral Response Heterogeneity in Metastatic Colorectal Cancer and Its Impact on Patient Overall Survival: Findings from 10,551 Patients in the ARCAD Database
Ou, Fang‐Shu , Ahn, Daniel H. , Dixon, Jesse G. , Lou, Yiyue , Hubbard, Joleen M. , Goldberg, Richard M. , Hoff, Paulo M. , Douillard, Jean‐Yves , Hecht, J. Randolph , Hurwitz, Herbert I. , Punt, Cornelis J.A. , Koopman, Miriam , Bokemeyer, Carsten , Fuchs, Charles S. , Cremolini, Chiara , Kabbinavar, Fairooz F. , Bekaii‐Saab, Tanios , Chibaudel, Benoist , Zalcberg, John , Adams, Richard , Gramont, Aimery de , Shi, Qian , Kasi, Pashtoon Murtaza , Hubbard, Joleen , Goldberg, Richard M , Bokemeyer, Carsten , Zalcberg, John , Adams, Richard , Shi, Qian , Ou, Fang-Shu , Bekaii-Saab, Tanios S , Cremolini, Chiara , Chibaudel, Benoist , Dixon, Jesse G , Grothey, Axel , Cutsem, Eric Van , Saltz, Leonard B. , Schmoll, Hans‐Joachim , Venook, Alan P. , Díaz‐Rubio, Eduardo , Tebbutt, Niall C. , Yoshino, Takayuki

Cancers | August 15, 2023 | Volume: 15 | Issue: 16 | Pages: 4117

10.3390/cancers15164117 Get It

Metastatic colorectal cancer (mCRC) is a heterogeneous disease that can evoke discordant responses to therapy among different lesions in individual patients. The Response Evaluation Criteria in Solid Tumors (RECIST) criteria do not take into consideration response heterogeneity. We explored and developed lesion-based measurement response criteria to evaluate their prognostic effect on overall survival (OS). Patients and Methods: Patients enrolled in 17 first-line clinical trials, who had mCRC with ≥ 2 lesions at baseline, and a restaging scan by 12 weeks were included. For each patient, lesions were categorized as a progressing lesion (PL: > 20% increase in the longest diameter (LD)), responding lesion (RL: > 30% decrease in LD), or stable lesion (SL: neither PL nor RL) based on the 12-week scan. Lesion-based response criteria were defined for each patient as follows: PL only, SL only, RL only, and varied responses (mixture of RL, SL, and PL). Lesion-based response criteria and OS were correlated using stratified multivariable Cox models. The concordance between OS and classifications was measured using the C statistic. Results: Among 10,551 patients with mCRC from 17 first-line studies, varied responses were noted in 51.6% of patients, among whom, 3.3% had RL/PL at 12 weeks. Among patients with RL/SL, 52% had stable disease (SD) by RECIST 1.1, and they had a longer OS (median OS (mOS) = 19.9 months) than those with SL only (mOS = 16.8 months, HR (95% CI) = 0.81 (0.76, 0.85), p < 0.001), although a shorter OS than those with RL only (mOS = 25.8 months, HR (95% CI) = 1.42 (1.32, 1.53), p < 0.001). Among patients with SL/PL, 74% had SD by RECIST 1.1, and they had a longer OS (mOS = 9.0 months) than those with PL only (mOS = 8.0 months, HR (95% CI) = 0.75 (0.57, 0.98), p = 0.040), yet a shorter OS than those with SL only (mOS = 16.8 months, HR (95% CI) = 1.98 (1.80, 2.18), p < 0.001). These associations were consistent across treatment regimen subgroups. The lesion-based response criteria showed slightly higher concordance than RECIST 1.1, although it was not statistically significant. Conclusion: Varied responses at first restaging are common among patients receiving first-line therapy for mCRC. Our lesion-based measurement criteria allowed for better mortality discrimination, which could potentially be informative for treatment decision-making and influence patient outcomes.
Efficacy of bevacizumab-based treatment in early-onset treatment-naïve metastatic colorectal cancer patients: An ARCAD database analysis.
Fiskum, Jack, Hurwitz, Herbert I. , Fuchs, Charles S. , Hecht, J. Randolph, Punt, Cornelis J.A. , Heinemann, Volker , Gramont, Aimery de , Jin, Zhaohui , Dixon, Jesse G. , Hubbard, Joleen M. , Eng, Cathy , Lieu, Christopher H. , Saltz, Leonard B. , Venook, Alan P. , Schmoll, Hans‐Joachim , Cremolini, Chiara , Díaz‐Rubio, Eduardo , Tebbutt, Niall C. , Yoshino, Takayuki , Shi, Qian

Journal of Clinical Oncology | January 19, 2022 | Volume: 40 | Issue: 4_suppl | Pages: 101-101

10.1200/jco.2022.40.4_suppl.101 Get It

101 Background: Colorectal cancer (CRC) incidence and mortality have decreased since the 1970s, but the incidence in young adults (20-49 years, named early-onset CRC, eoCRC) has been increasing. eoCRC patients with metastatic disease are treated with the same standard regimens as late-onset CRC (loCRC, age ≥ 50 years) although detailed response data for eoCRC are largely missing. Methods: Individual patient data on 7,604 subjects with metastatic eoCRC from 11 first line randomized bevacizumab studies between 2000 and 2012 in the ARCAD advanced colorectal cancer database were pooled. The distributions of demographics, clinicopathological features, biomarkers, and outcome data were summarized by age groups. Progression-free survival (PFS) and overall survival (OS) were assessed by Kaplan-Meier curves and Cox models stratified by treatment arms within studies, adjusting for potential confounders. Predictive value of age group was evaluated by testing interaction effect between treatment and age variables. Results: Female eoCRC are more commonly seen compared to loCRC (46.8% vs. 38.7%, p<0.0001). Patients with eoCRC (n=1,289) were significantly more likely to have had prior metastasectomy (17.5% vs. 13.5%, p=0.043) and lung metastatic disease (67% vs. 59.8%, p<0.001), but less likely to have distant lymph node metastatic disease (58.8 vs. 62.9%, p=0.036) or KRAS mutation (29.2% vs. 34.4%, p=0.042) compared to those with loCRC (n=6,315). eoCRC and loCRC patients had similar distributions according to PS, primary tumor sidedness, prior primary tumor resection, liver involvement, peritoneal involvement, number of metastatic sites, NRAS and BRAF. Age of disease onset was not a statistically significant prognostic factor for PFS in univariate and multivariate analysis (seen in table). Bevacizumab in addition to chemo improved PFS in eoCRC population (9.9 vs. 6.8 months, HR = 0.66, p<0.001), which was similar to the findings in loCRC population (9.4 vs. 7.3 months, HR= 0.73, p<0.001, interaction p=0.54). By multivariate analysis, a greater improvement in PFS was noted for the addition of bevacizumab in eoCRC relative to LoCRC patients (HR = 0.62 vs. HR = 0.82). Conclusions: Treatment naive eoCRC patients with metastatic disease derive similar benefit from bevacizumab relative to their average age counterparts.[Table: see text]
Prognostic and Predictive Impact of Primary Tumor Sidedness for Previously Untreated Advanced Colorectal Cancer
Yin, Jun , Cohen, Romain , Jin, Zhaohui , Liu, Heshan , Pederson, Levi , Adams, Richard , Maughan, Tim , Punt, Cornelis J.A. , Koopman, Miriam , Seymour, Michel , Bokemeyer, Carsten , Heinemann, Volker , Chibaudel, Benoist , Gramont, Aimery de , Shi, Qian , Lenz, Heinz‐Josef , Maughan, Timothy S , Koopman, Miriam , Falcone, Alfredo , Seymour, Matthew T , Bokemeyer, Carsten , Kaplan, Richard , Heinemann, Volker , Zalcberg, John , André, Thierry , De Gramont, Aimery , Shi, Qian , Lenz, Heinz-Josef , Adams, Richard , Jin, Zhaohui , Chibaudel, Benoist , Cohen, Romain , Grothey, Axel , Venook, Alan P. , Cutsem, Eric Van , Falcone, Alfredo , Tebbutt, Niall C. , Díaz‐Rubio, Eduardo , Kaplan, Richard , Yoshino, Takayuki , Zalcberg, John , André, Thierry

JNCI: Journal of the National Cancer Institute | May 30, 2021 | Volume: 113 | Issue: 12 | Pages: 1705-1713

10.1093/jnci/djab112 Get It

Abstract Background Unplanned subgroup analyses from several studies have suggested primary tumor sidedness (PTS) as a potential prognostic and predictive parameter in metastatic colorectal cancer (mCRC). We aimed to investigate the impact of PTS on outcomes of mCRC patients. Methods PTS data of 9277 mCRC patients from 12 first-line randomized trials in the ARCAD database were pooled. Overall survival (OS) and progression-free survival (PFS) were assessed using Kaplan-Meier and Cox models adjusting for age, sex, performance status, prior radiation/chemotherapy, and stratified by treatment arm. Predictive value was tested by interaction term between PTS and treatment (cetuximab plus chemotherapy vs chemotherapy alone). All statistical tests were 2-sided. Results Compared with right-sided metastatic colorectal cancer patients (n = 2421, 26.1%), left-sided metastatic colorectal cancer patients (n = 6856, 73.9%) had better OS (median = 21.6 vs 15.9 months; adjusted hazard ratio [HRadj] = 0.71, 95% confidence interval [CI] = 0.67 to 0.76; P &lt; .001) and PFS (median = 8.6 vs 7.5 months; HRadj = 0.80, 95% CI = 0.75 to 0.84; P &lt; .001). Interaction between PTS and KRAS mutation was statistically significant (Pinteraction &lt; .001); left-sidedness was associated with better prognosis among KRAS wild-type (WT) (OS HRadj = 0.59, 95% CI = 0.53 to 0.66; PFS HRadj =0.68, 95% CI = 0.61 to 0.75) but not among KRAS mutated tumors. Among KRAS-WT tumors, survival benefit from anti-EGFR was confirmed for left-sidedness (OS HRadj = 0.85, 95% CI = 0.75 to 0.97; P = .01; PFS HRadj = 0.77, 95% CI = 0.67 to 0.88; P &lt; .001) but not for right-sidedness. Conclusions The prognostic value of PTS is restricted to the KRAS-WT population. PTS is predictive of anti-EGFR efficacy, with a statistically significant improvement of survival for left-sidedness mCRC patients. These results suggest treatment choice in mCRC should be based on both PTS and KRAS status.
Sex differences in efficacy and toxicity of first-line treatment of metastatic colorectal cancer (CRC): An analysis of 18,399 patients in the ARCAD database.
Wagner, Dorothea , Rakez, Manel , Douillard, Jean‐Yves , Tournigand, Christophe , Heinemann, Volker , Goldberg, Richard M. , Hecht, J. Randolph, Gramont, Aimery de , Chibaudel, Benoist , Adams, Richard , Zalcberg, John , Saltz, Leonard B. , Venook, Alan P. , Schmoll, Hans‐Joachim , Cremolini, Chiara , Díaz‐Rubio, Eduardo , Grothey, Axel , Shi, Qian

Journal of Clinical Oncology | May 25, 2020 | Volume: 38 | Issue: 15_suppl | Pages: 4029-4029

10.1200/jco.2020.38.15_suppl.4029 Get It

4029 Background: The clearance of 5-FU differs significantly between men (M) and women (W). Adjuvant chemotherapy (CT) for CRC has a higher toxicity in W. The impact of sex on efficacy and toxicity in first-line trials of metastatic CRC (mCRC) is unknown. Methods: We analyzed patient (pt) and tumor characteristics, toxicities (nausea (AE1), vomiting (AE2), diarrhea, neutropenia (AE3)) and efficacy (overall survival (OS), progression-free survival (PFS)) according to sex in the following treatment groups: A: CT alone, B: CT + bevacizumab, C: CT + EGFR-antibodies, with subgroup analyses in the CT alone group for single-agent, doublets and triplets, as well as irinotecan- and oxaliplatin-based regimens. Pts from trials with treatments still used today and all relevant data available were eligible. OS and PFS were assessed using Kaplan-Meier and Cox models adjusted for primary tumor location and performance status (PS). Results: We included 28 trials with 18.399 pts (11.352 M and 7.047 W). W were younger (61 vs. 63 years), had more often a PS of 1 (49 vs 45%), BRAF mutations (10 vs. 7%), right-sided tumors (42 vs. 35%) and less often rectal tumors (26 vs. 32%). Significant differences in toxicity are reported in table. Rates of diarrhea were similar. There was no sex disparity in OS in the predefined subgroups except for pts receiving triplets where OS was better in M (HRadj=1.39 (1.05 - 1.85)). Median (interquartile range) OS in months for M and W was 16.7 (9.2-27.4) and 16.2 (8.9-27.2) in group 1, 21.9 (12.7-37.5) and 22.3 (12.9 – 39.0) in group 2, and 26.8 (14.6-45.3) and 24.8 (12.3-49.2) in group 3. HRsadj (W vs M) (95% CI), p values for OS were 1.02 (0.96-1.09), .557, 0.92 (0.83-1.03), .142, 0.99 (0.85-1.14), .866. Conclusions: M and W with mCRC differ significantly regarding patient and tumor characteristics. The significant higher toxicity in W does not translate in a higher treatment efficacy. Apart from known sex differences in pharmacokinetics of 5-FU, differences in pharmacodynamics must be postulated. [Table: see text]
Individual patient data (IPD) analysis of progression-free survival (PFS) versus overall survival (OS) as an endpoint for metastatic colorectal cancer (mCRC) in modern trials: Findings from the 16,700 patients (pts) ARCAD database.
Gramont, Aimery de , Grothey, Axel, Goldberg, Richard M. , Punt, Cornelis J.A. , Douillard, Jean‐Yves , Hecht, J. Randolph, Hurwitz, Herbert I. , Porschen, Rainer, Fuchs, Charles S. , Souglakos, John , Group, for the ARCAD, Shi, Qian , Buyse, Marc , Schmoll, Hans‐Joachim , Seymour, Michel , Adams, Richard , Saltz, Leonard B. , Díaz‐Rubio, Eduardo , Tebbutt, Niall C. , Falcone, Alfredo , Sargent, Daniel J. , Group, for the ARCAD

Journal of Clinical Oncology | March 11, 2020 | Volume: 31 | Issue: 15_suppl | Pages: 3533-3533

10.1200/jco.2013.31.15_suppl.3533 Get It

3533 Background: PFS has previously been established as a surrogate for OS based on IPD from first-line mCRC trials conducted before 1999. As mCRC treatment (trt) has advanced in the last decade and OS has increased from 1 to 2 years, this surrogacy required re-examination. Methods: IPD from 16,762 pts, median age 62, 62% male, 53% ECOG PS 0 were available from 22 1st line mCRC studies conducted from 1997-2006; 12 tested targeted (anti-angiogenic and/or anti-EGFR) regimens. The relationship between PFS (first event of progression or death) and OS was evaluated at patient-, trt-arm-, and trial-levels using correlation (corr.) coefficients and R2 (closer to 1 the better) from weighted least square (WLS) regression of arm-specific survival rates and trial-specific hazard ratios (HRs), estimated using Cox and Copula bivariate models. The concordance of significance (CoS) of the treatment effects (TEs) on both endpoints was calculated. Results: 44% pts received a targeted regimen. Median PFS was 8 and OS was18 months. The corr. between PFS and OS was modest at all three levels with low CoS in TE comparisons (see Table). Analyses limited to trials testing targeted trts, non-strategy trials, or superiority trials did not improve surrogacy. Conclusions: In modern mCRC trials, where survival post-first progression exceeds time to first progression, PFS TEs do not reliably predict TEs on OS. Nonetheless, until alternative endpoints of clinical benefit can be validated, PFS remains a relevant primary endpoint for 1st line mCRC trials, as our data demonstrate that the ability for any agent to produce an OS benefit from a single line of therapy is challenging. [Table: see text]
Prognostic and predictive impact of primary tumor sidedness in first-line trials for advanced colorectal cancer: An analysis of 7,828 patients in the ARCAD database.
Yin, Jun , Liu, Heshan , Pederson, Levi , Tebbut, Niall, Seymour, Matt, Bokemeyer, Carsten , Heinemann, Volker , Gramont, Aimery de , Lenz, Heinz‐Josef , Seymour, Michel , Seymour, Matthew T , Cohen, Romain , Jin, Zhaohui , Adams, Richard , Maughan, Tim , Venook, Alan P. , Cutsem, Eric Van , Cremolini, Chiara , Díaz‐Rubio, Eduardo , Wasan, Harpreet , Shi, Qian

Journal of Clinical Oncology | February 4, 2020 | Volume: 38 | Issue: 4_suppl | Pages: 188-188

10.1200/jco.2020.38.4_suppl.188 Get It

188 Background: Unplanned subgroup analyses from several studies have suggested primary tumor sidedness (PTS) as a potential prognostic and predictive parameter in metastatic colorectal cancer (mCRC). We aimed to investigate the prognostic and predictive impact of PTS on outcomes. Methods: PTS data of 7,828 mCRC patients (pts) from 10 first-line randomized trials in the ARCAD database were pooled. PTS was defined as right-sided (RS) or left-sided (LS) if tumor arose from the cecum to the hepatic flexure or from the splenic flexure to the rectum, respectively; transverse colon cancers were not included. Overall survival (OS) and progression-free survival (PFS) were assessed using Kaplan-Meier and Cox models adjusting for age, sex, performance status (PS), prior radiation/chemo, and stratified by treatment arm. Predictive value was tested by interaction term between PTS and treatment (anti-EGFR plus chemotherapy vs. chemotherapy alone). Results: Compared to RS pts (2407, 31%), LS pts (5421, 69%) had better OS (median: 21.6 v 16.8 mos; HRadj: 0.73, 95% CI 0.69-0.78, P < .001) and PFS (median 8.4 v 7.2 mos; HRadj: 0.81, 95% CI 0.76-0.86, P < .001). Results were consistent among subgroups defined by age, sex, PS, metastatic sites and chemo backbone (irinotecan- and oxaliplatin-based). Interaction between PTS and KRAS mutation was significant (Pinteraction< .001): LS is associated with better prognosis only among KRAS wild-type (wt) (HRadj: OS 0.62, 95% CI, 0.55-0.70; PFS 0.71, 95% CI 0.63-0.80), but not among KRAS mutated pts. Among KRAS wt pts, survival benefit from anti-EGFR was observed for LS, but not for RS (table). Conclusions: The prognostic value of PTS is restricted to the KRAS wt population. PTS is predictive of anti-EGFR efficacy, with a significant improvement of survival for LS mCRC pts. These results suggest treatment stratification in mCRC studies by both PTS and KRAS status. [Table: see text]
Early predictors of improved long-term outcomes in first-line antiangiogenics plus chemotherapy (anti-ANG/CT) in metastatic colorectal cancer (mCRC): Analysis of individual patient (pt) data from the ARCAD database.
Saad, Everardo D. , Coart, Elisabeth , Sommeijer, Dirkje W. , Meyers, Jeffrey P., Hecht, J. Randolph , Hurwitz, Herbert I. , Tol, Jolien , Fuchs, Charles S. , Souglakos, John , Kabbinavar, Fairooz F. , Gramont, Aimery de , Group, for the ARCAD, Shi, Qian , Zalcberg, John , Burzykowski, Tomasz , Hoff, Paulo M. , Tebbutt, Niall C. , Díaz‐Rubio, Eduardo , Falcone, Alfredo , Sargent, Daniel J. , Buyse, Marc , Group, for the ARCAD

Journal of Clinical Oncology | January 3, 2019 | Volume: 32 | Issue: 15_suppl | Pages: 3578-3578

10.1200/jco.2014.32.15_suppl.3578 Get It