Back to Authors

Díaz‐Rubio, Eduardo

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

Mayo Clinic

Hospital Clínico San Carlos

Citations 23

Body mass index (BMI) as prognostic in metastatic colorectal cancer (mCRC): A pooled analysis of 21 first-line trials in the ARCAD database.
Renfro, Lindsay A. , Seymour, Michel , Douillard, Jean‐Yves , Hurwitz, Herbert I. , Fuchs, Charles S. , Porschen, Rainer, Tournigand, Christophe , Hecht, J. Randolph, Punt, Cornelis J.A. , Goldberg, Richard M. , Gramont, Aimery de , Lenz, Heinz‐Josef , Seymour, Matthew T , Loupakis, Fotios , Adams, Richard , Schmoll, Hans‐Joachim , Díaz‐Rubio, Eduardo , Falcone, Alfredo , Tebbutt, Niall C. , Saltz, Leonard B. , Sargent, Daniel J.

Journal of Clinical Oncology | January 3, 2019 | Volume: 32 | Issue: 15_suppl | Pages: 3537-3537

10.1200/jco.2014.32.15_suppl.3537 Get It

Associations of incidence of common adverse events (AEs) and survival outcomes in metastatic colorectal cancer (mCRC) patients (pts) treated with first line chemotherapy: Findings from 9,812 pts in the ARCAD database.
Ferraro, Danielle , Meyers, Jeffrey P., Seymour, Michel , Goldberg, Richard M. , Heinemann, Volker , Hurwitz, Herbert I. , Chibaudel, Benoist , Fuchs, Charles S. , Porschen, Rainer, Bokemeyer, Carsten , Gramont, Aimery de , Seymour, Matthew T , Zalcberg, John , Shi, Qian , Saltz, Leonard B. , Maughan, Tim , Cutsem, Eric Van , Falcone, Alfredo , Díaz‐Rubio, Eduardo , Price, Timothy Jay , Adams, Richard , Chibaudel, Benoist

Journal of Clinical Oncology | January 2, 2019 | Volume: 36 | Issue: 4_suppl | Pages: 617-617

10.1200/jco.2018.36.4_suppl.617 Get It

617 Background: There is limited, often conflicting evidence about AE timing, severity or associations with outcomes with the use of cytotoxic agents in cancer treatment. We investigated the impact on overall survival (OS) and progression-free survival (PFS) of selected common AEs (neutropenia, diarrhea, nausea, vomiting, neuropathy) occurring in patients receiving first line oxaliplatin (Oxa)- and/or irinotecan(Iri)-based regimens for mCRC. Methods: The CTCAE grading scores of at least one AE of interest were available on 9812 pts treated with chemotherapy alone (median age 63; 62.4% male, 50.1% ECOG PS 0) from 17 1st-line randomized trials. Patients who also received biologics were excluded in the primary analyses. AEs occurring during the first 6 weeks of treatment and entire treatment were analyzed by stratified multivariable Cox models in relationship to OS/PFS. 55.7% pts received Oxa- regimens, 35.7% Iri-regimens, and 8.6% combined Oxa- and Iri-regimens. Results: Within the first 6 weeks of treatment, G3+ neutropenia (HRadj= 1.3, 95% CI, 1.06-1.59, padj 0.01), diarrhea (HRadj= 1.48, 95% CI, 1.23-1.79, padj < .0001), nausea (HRadj= 1.53, 95% CI, 1.17-1.99, padj 0.002) and vomiting (HRadj= 1.56, 95% CI, 1.18-2.07, padj 0.002) were associated with significantly worse OS for Iri-regimens, but only G3+ nausea predicted for worse OS for Oxa- regimens (HRadj= 1.61, 95% CI, 1.18-2.21, padj 0.003). For AEs experienced at any time, G3+ neutropenia and neuropathy were significantly associated with longer PFS and OS for Oxa-regimens, while G3+ vomiting and nausea were associated with worse OS for both Oxa- and Iri-based regimens. Sensitivity analysis showed largely concordant results by including pts who also received biologics. Conclusions: The association between more severe selected AEs and outcome varies between AEs and is influenced by timing of the occurrence. More severe selected AEs occurring early in treatment are associated with worse outcomes. In contrast, for AEs occurring at any time, G3+ neutropenia and neuropathy predicted for longer PFS and/or OS in Oxa-treated pts.
Evaluation of lesion-based response at 12 weeks (LBR12) of treatment (Rx) in metastatic colorectal cancer (mCRC): Findings from 9,092 patients (pts) in the ARCAD database.
Lou, Yiyue , Goldberg, Richard M. , Douillard, Jean‐Yves , Hecht, J. Randolph , Hurwitz, Herbert I. , Punt, Cornelis J.A. , Bokemeyer, Carsten , Fuchs, Charles S. , Tebbut, Niall, Kabbinavar, Fairooz F. , Gramont, Aimery de , Ou, Fang‐Shu , Cutsem, Eric Van , Saltz, Leonard B. , Schmoll, Hans‐Joachim , Hoff, Paulo M. , Díaz‐Rubio, Eduardo , Falcone, Alfredo , Grothey, Axel , Shi, Qian

Journal of Clinical Oncology | January 2, 2019 | Volume: 36 | Issue: 4_suppl | Pages: 612-612

10.1200/jco.2018.36.4_suppl.612 Get It

612 Background: mCRC is a heterogeneous disease leading to possible disparate responses among lesions in a single pt. This study assesses the heterogeneity of lesion responses and evaluates the prognostic value of LBR12 and its mortality risk discrimination beyond RECIST responses. Methods: Pts with ≥ 2 lesions and no new lesions at 12 weeks (wks) were eligible. For each pt, after 12 wks of Rx, each lesion was categorized as progressive disease (L-PD: ≥20% increase in the longest diameter [LD]), partial response (L-PR: ≥30% decrease in LD), or stable disease (L-SD: neither L-PD nor L-PR). LBR12 was defined, per patient, by the combination of lesion responses: homogeneous LBR12 (L-PD, L-SD, L-PR only) and heterogeneous LBR12 (mixture of L-PD/L-SD, L-PD/L-PR, L-SD/L-PR). LBR12 and overall survival (OS) were correlated using stratified multivariate Cox models after adjusting for age, gender, and ECOG PS. Results: Among 9,092 mCRCs (Rx: chemo alone 44%; chemo + VEGF inhibitor [VEGFi] 42%; chemo + EGFR inhibitor [EGFRi] 10%) from 16 1st-line studies. Median OS: 2.2 years. Per RECIST at 12 wks, CR 0%; PR 36.1%; SD 60.9%; PD 3.0%. Responses in 52% were heterogeneous (Table). VEGFi and EGFRi treated pts had the highest rate of L-SD/L-PR (45%) and L-PR only (22%) status, respectively. Median OS increased monotonically across pts with more L-PRs and fewer L-PDs (Table). Pts with L-SD/L-PR status, among which 51% had SD per RECIST, had longer OS than those with L-SD only status (HRadj.= .81, padj.< .0001), but shorter OS than those with L-PR only status (HRadj.= 1.46, padj.< .0001). Pts with L-PD/L-SD status, among which 71% were SD per RECIST, had shorter OS than those with L-SD only status (HRadj.= 2.22, padj.< .0001). These associations were consistent across treatment regimens. Conclusions: The lesion-based response captures the heterogeneity of within pt lesion responses and provides refinement in predicting outcome beyond RECIST response at 12 wks. [Table: see text]
Heterogeneity in early lesion changes on treatment as a marker of poor prognosis in patients (pts) with metastatic colorectal cancer (mCRC) treated with first line systemic chemotherapy ± biologic: Findings from 9,092 pts in the ARCAD database.
Punt, Cornelis J.A. , Goldberg, Richard M. , Douillard, Jean‐Yves , Hecht, J. Randolph , Hurwitz, Herbert I. , Bokemeyer, Carsten , Fuchs, Charles S. , Gramont, Aimery de , ARCAD, Ou, Fang‐Shu , Hubbard, Joleen M. , Kasi, Pashtoon Murtaza , Dixon, Jesse G. , Cutsem, Eric Van , Saltz, Leonard B. , Schmoll, Hans‐Joachim , Hoff, Paulo M. , Díaz‐Rubio, Eduardo , Sargent, Daniel J. , Shi, Qian , Grothey, Axel , ARCAD

Journal of Clinical Oncology | September 6, 2018 | Volume: 35 | Issue: 15_suppl | Pages: 3535-3535

10.1200/jco.2017.35.15_suppl.3535 Get It

3535 Background: CRC is known to be a heterogeneous disease. This study quantifies within pt heterogeneity in early lesion change rate (LCR) in the era of targeted agents compared to chemo alone and its potential impact on survival. Methods: Pts with 2-10 lesions measured at baseline were included. For each lesion, the early LCR was defined as the change in size (shrinking or growing) from baseline to 12 weeks on treatment. Within pt heterogeneity in early LCR among lesions was estimated by standard deviation (STD). A larger value of STD indicates larger variation of LCR per pt. Stratified multivariate Cox models were used to assess the associations between LCR STD with overall survival (OS). Adjusted hazard ratios (HRadj) and 95% confidence intervals (CIs) are reported. Results: Data were available on 9,092 mCRC pts (median age 61; 60% male, 55% ECOG PS 0; 61% 2+ metastatic sites) enrolled in 16 1st-line randomized trials, with 44%, 42%, and 10% of pts received chemo alone, + a VEGF inhibitor (VEGFi) or an EGFR inhibitor (EGFRi), respectively. LCR heterogeneity is the highest among pts received EGFRi but lowest among pts received VEGFi (Table). Overall, higher heterogeneity is associated with worst OS (HRadj1.22, 95% CI (1.16, 1.27)). The effect is most pronounced in pts received VEGFi (interaction p=0.0012). Conclusions: There was heterogeneity observed in lesion size changes within pts. Its magnitude varies across treatment approaches, and was associated with poor survival. This preliminary result reveals the great potentials to define novel response endpoint and refine treatment decision-making by incorporating heterogeneities in lesion changes. [Table: see text]
Clinical Calculator for Early Mortality in Metastatic Colorectal Cancer: An Analysis of Patients From 28 Clinical Trials in the Aide et Recherche en Cancérologie Digestive Database
Renfro, Lindsay A. , Goldberg, Richard M. , Sobrero, Alberto , Adams, Richard , Seymour, Michel , Heinemann, Volker , Schmoll, Hans‐Joachim , Douillard, Jean‐Yves , Hurwitz, Herbert I. , Fuchs, Charles S. , Díaz‐Rubio, Eduardo , Porschen, Rainer, Tournigand, Christophe , Chibaudel, Benoist , Hoff, Paulo M. , Kabbinavar, Fairooz F. , Falcone, Alfredo , Punt, Cornelis J.A. , Hecht, J. Randolph, Souglakos, John , Bokemeyer, Carsten , Gramont, Aimery de , Seymour, Matthew T, Hurwitz, Herbert, Díaz-Rubio, Eduardo, Tebbutt, Niall C. , van Cutsem, Eric, Saltz, Leonard, de Gramont, Aimery, Grothey, Axel , Cutsem, Eric Van , Saltz, Leonard B. , Sargent, Daniel J. , Falcone, Alfredo , Seymour, Matthew T , Adams, Richard , Schmoll, Hans-Joachim , Chibaudel, Benoist

Journal of Clinical Oncology | April 17, 2017 | Volume: 35 | Issue: 17 | Pages: 1929-1937

10.1200/jco.2016.71.5771 Get It

Purpose Factors contributing to early mortality after initiation of treatment of metastatic colorectal cancer are poorly understood. Materials and Methods Data from 22,654 patients enrolled in 28 randomized phase III trials contained in the ARCAD (Aide et Recherche en Cancérologie Digestive) database were pooled. Multivariable logistic regression models for 30-, 60-, and 90-day mortality were constructed, including clinically and statistically significant patient and disease factors and interaction terms. A calculator (nomogram) for 90-day mortality was developed and validated internally using bootstrapping methods and externally using a 10% random holdout sample from each trial. The impact of early progression on the likelihood of survival to 90 days was examined with time-dependent Cox proportional hazards models. Results Mortality rates were 1.4% at 30 days, 3.4% at 60 days, and 5.5% at 90 days. Among baseline factors, advanced age, lower body mass index, poorer performance status, increased number of metastatic sites, BRAF mutant status, and several laboratory parameters were associated with increased likelihood of early mortality. A multivariable model for 90-day mortality showed strong internal discrimination (C-index, 0.77) and good calibration across risk groups as well as accurate predictions in the external validation set, both overall and within patient subgroups. Conclusion A validated clinical nomogram has been developed to quantify the risk of early death for individual patients during initial treatment of metastatic colorectal cancer. This tool may be used for patient eligibility assessment or risk stratification in future clinical trials and to identify patients requiring more or less aggressive therapy and additional supportive measures during and after treatment.
Rectal versus left-sided colon cancers: Clinicopathological differences observed in a pooled analysis of 4,182 patients enrolled to 8 clinical trials from the ARCAD database.
Salem, Mohamed E. , Yin, Jun , Renfro, Lindsay A. , Seymour, Michel , Bokemeyer, Carsten , Heinemann, Volker , Gramont, Aimery de , Weinberg, Benjamin A. , Maughan, Tim , Adams, Richard , Cutsem, Eric Van , Falcone, Alfredo , Tebbutt, Niall C. , Díaz‐Rubio, Eduardo , Aranda, Enrique , Grothey, Axel , Marshall, John L , Sargent, Daniel J. , Seymour, Matthew T

Journal of Clinical Oncology | March 21, 2017 | Volume: 35 | Issue: 4_suppl | Pages: 675-675

10.1200/jco.2017.35.4_suppl.675 Get It

675 Background: Recent retrospective analysis of CALGB/SWOG 80405 showed that left-sided colon cancers (LCC) respond differently to biological therapy compared with right-sided tumors. However, differences between rectal cancers (RC) and LCC remain undefined. Herein, we report our exploration of differences between these two groups. Methods: Individual patient data from 4182 patients (pts) with metastatic colorectal cancers, enrolled onto 8 first-line randomized trials, were pooled. Only pts with tumor locations that were clearly defined as LCC (splenic flexure to sigmoid) or RC were included in this analysis. Differences in pt characteristics and disease factors according to LCC vs. RC were identified. The prognostic effect of primary tumor location on OS and PFS was quantified via multivariable Cox proportional hazards modeling stratified by treatment arm within each study and adjusting for age, sex, performance status, and prior surgery. Results: In total, 2,479 (59%) pts with LCC and 1,703 (41%) pts with RC were identified. Pts with RC, compared with LCC, were more likely to be male (68% vs. 62%, p < 0.001), have lung metastases (mets) (56% vs. 37%, p < 0.001), and have 2 or more metastatic sites (64% vs. 60%, p < 0.02), whereas pts with LCC were more likely to have liver mets (84% vs. 76%, p < 0.001). RC had a greater frequency of KRAS mutations (41% vs. 37%, p = 0.04) than LCC but there were no differences in the frequency of BRAF mutations (5% vs. 4%, p = 0.2). In multivariable analysis, no differences in OS or PFS were observed between pts with LCC vs. RC. While risk of death did not differ by primary tumor location, across all pts with LCC or RC, those with liver mets had a 17% increased risk of death compared to those with lung mets (HR = 1.17, p = 0.03) after adjusting for effects of other variables. Forthcoming prognostic analysis of LCC vs. RC within grouped backbone treatments (e.g., FOLFOX and FOLFIRI) is underway. Conclusions: Tumors arising in the rectum may carry clinical and molecular features that are distinct from LCC. Further investigations are warranted to determine whether RC should be treated with the same chemo backbone and biological therapy as LCC.
Prognostic value of primary tumor resection in synchronous metastatic colorectal cancer (mCRC): Individual patient data (IPD) analysis of first-line randomized trials from the ARCAD database.
Koopman, Miriam , Goey, Kaitlyn K.H. , Green, Erin , Heinemann, Volker , Gramont, Aimery de , Punt, Cornelis J.A. , Shi, Qian , Díaz‐Rubio, Eduardo , Aranda, Enrique , Falcone, Alfredo , Sargent, Daniel J.

Journal of Clinical Oncology | February 24, 2017 | Volume: 34 | Issue: 4_suppl | Pages: 658-658

10.1200/jco.2016.34.4_suppl.658 Get It

658 Background: In patients (pts) with mCRC with an asymptomatic primary tumor, there is limited evidence regarding the indication for primary tumor resection. The primary objective was to evaluate the prognostic value of primary tumor resection in synchronous mCRC pts. Methods: In this IPD analysis, a total of 3,423 pts from 8 first-line randomized trials (RCTs) with systemic therapy in the ARCAD (Aide et Recherche en Cancérologie Digestive) database were analyzed. Five RCTs included targeted (anti-VEGF and/or anti-EGFR) agents. Synchronous mCRC was defined as distant metastases occurring ≤ 6 months of the initial CRC diagnosis. Overall survival (OS) and progression-free survival (PFS) were compared by stratified multivariate Cox models. Results: There were 710 (21%), 1,705 (50%) and 1,008 (29%) pts with non-resected and resected synchronous mCRC and metachronous mCRC, respectively. Compared to the non-resection group, pts in the synchronous resection group were associated with female gender, colon tumor, isolated liver/lung involvement, single metastatic site, and lower LDH (all p<.001). Adjusted for age, gender, performance status and prior chemotherapy, the non-resection group had a significantly worse median OS (16.4m) compared to the resection (22.2m; HR 1.60, 95% CI 1.43-1.78) and metachronous (22.4m; HR 1.81, 95% CI 1.58-2.07) groups. Similarly, PFS was significantly worse for the non-resection group (7.9m) compared to the resection (9.7m; HR 1.31, 95% CI 1.19-1.44) and metachronous group (8.9m; HR 1.47, 95% CI 1.30-1.66). Similar trends were observed in pts treated with non-targeted vs targeted agents, and anti-VEGF vs anti-EGFR therapy. In a subset analysis (n= 526), the observed associations remained after additional adjustment for primary tumor location, liver/lung involvement, number of metastatic sites, BMI and LDH. Conclusions: In this largest IPD analysis of mCRC trials to date, primary tumor resection is associated with better OS and PFS in synchronous mCRC pts. These results may be subject to bias since reasons for (non)resection were not available. Prospective RCTs on this topic are ongoing.
Prognostic value of isolated peritoneal versus other metastatic sites in colorectal cancer (CRC) patients treated by systemic chemotherapy: Findings from 9,265 pts in the ARCAD database.
Franko, Jan , Meyers, Jeffrey P., Heinemann, Volker , Seymour, Michel , Tournigand, Christophe , Sougklakos, Ioannis, Chibaudel, Benoist , Moen, Joseph, Gramont, Aimery de , Shi, Qian , Falcone, Alfredo , Tebbutt, Niall C. , Maughan, Tim , Saltz, Leonard B. , Díaz‐Rubio, Eduardo , Adams, Richard , Sargent, Daniel J. , Grothey, Axel , Seymour, Matthew T , Chibaudel, Benoist

Journal of Clinical Oncology | February 24, 2017 | Volume: 34 | Issue: 4_suppl | Pages: 656-656

10.1200/jco.2016.34.4_suppl.656 Get It

656 Background: Patients (pts) with peritoneal metastases from CRC (pmCRC) have reduced OS compared to mCRC pts without peritoneal involvement. Here we further investigated the impact of number and location of metastases among pts receiving first-line systemic chemotherapy. Methods: Individual patient data were available on 9,265 pts (median age 64; 63% male; 93% ECOG PS 0-1; 68% colon primary tumor; brain metastases excluded) enrolled onto 12 first-line randomized trials (4 tested targeted regimens). Stratified multivariable Cox models were used to assess the associations with overall survival (OS); adjusted hazard ratios (HRadj) and 95% confidence intervals are reported (CI). Results: There were 7,963 (86%) pts with non-pmCRC (3,904 with one disease site; 4,059 with ≥2 disease sites), 191 (2%) pts with isolated pmCRC, and 1,111 (12%) non-isolated pmCRC. These groups were similar in age, race, and use of targeted chemotherapy. Compared to non-pmCRC, pts with pmCRC were more likely to be female (41% vs. 36%, p<.001), have colon primary tumors (85% vs. 67%, p<.0001), and have PS2 (10% vs. 6%, p<.0001). Compared to isolated pmCRC, pts with solitary non-peritoneal sites (both M1a) had significantly better OS (HRadj=0.78; CI, 0.64-0.94, p=.009) while pts with ≥2 non-peritoneal sites had similar OS (HRadj=1.06; CI 0.88-1.28, p=.535). OS of pts with pmCRC with a single other disease site (n=446) was similar to isolated pmCRC (HRadj=1.13; CI 0.91-1.40, p=.28), but those with pmCRC + ≥2 additional disease sites (n=665) had shortest survival (HRadj=1.44; CI 1.17-1.77, p<.001). A combination of peritoneal and liver metastases (n=821; HRadj=1.37, CI 1.12-1.67, p=.002) was associated with poorer survival compared with isolated pmCRC; but combination with extrahepatic sites (n=290; HRadj=1.15, CI 0.91-1.45, p=.25) was not. Conclusions: pmCRC pts have significantly worse survival than those with other solitary site mCRC. Among those with multiple disease sites, poorer survival is a function of increased number of metastatic sites and peritoneal involvement, which indicates prognostic heterogeneities among M1b pts.
Body Mass Index Is Prognostic in Metastatic Colorectal Cancer: Pooled Analysis of Patients From First-Line Clinical Trials in the ARCAD Database
Renfro, Lindsay A. , Loupakis, Fotios , Adams, Richard , Seymour, Michel , Heinemann, Volker , Douillard, Jean‐Yves , Hurwitz, Herbert I. , Fuchs, Charles S. , Díaz‐Rubio, Eduardo , Porschen, Rainer, Tournigand, Christophe , Chibaudel, Benoist , Falcone, Alfredo , Punt, Cornelis J.A. , Hecht, J. Randolph , Bokemeyer, Carsten , Goldberg, Richard M. , Saltz, Leonard B. , Gramont, Aimery de , Lenz, Heinz‐Josef , Adams, Richard A, Seymour, Matthew T, Schmoll, Hans‐Joachim , Hurwitz, Herbert, Díaz-Rubio, Eduardo, Tebbutt, Niall C. , van Cutsem, Eric, de Gramont, Aimery, Cutsem, Eric Van , Sargent, Daniel J. , Saltz, Leonard , Falcone, Alfredo , Seymour, Matthew T , Adams, Richard , Chibaudel, Benoist

Journal of Clinical Oncology | October 26, 2015 | Volume: 34 | Issue: 2 | Pages: 144-150

10.1200/jco.2015.61.6441 Get It

Purpose In recent retrospective analyses of early-stage colorectal cancer (CRC), low and high body mass index (BMI) scores were associated with worsened outcomes. Whether BMI is a prognostic or predictive factor in metastatic CRC (mCRC) is unclear. Patients and Methods Individual data from 21,149 patients enrolled onto 25 first-line mCRC trials during 1997 to 2012 were pooled. We assessed both prognostic and predictive effects of BMI on overall survival and progression-free survival, and we accounted for patient and tumor characteristics and therapy type (targeted v nontargeted). Results BMI was prognostic for overall survival (P < .001) and progression-free survival (P < .001), with an L-shaped pattern. That is, risk of progression and/or death was greatest for low BMI; risk decreased as BMI increased to approximately 28 kg/m 2 , and then it plateaued. Relative to obese patients, patients with a BMI of 18.5 kg/m 2 had a 27% increased risk of having a PFS event (95% CI, 20% to 34%) and a 50% increased risk of death (95% CI, 43% to 56%). Low BMI was associated with poorer survival for men than women (interaction P < .001). BMI was not predictive of treatment effect. Conclusion Low BMI is associated with an increased risk of progression and death among the patients enrolled on the mCRC trials, with no increased risk for elevated BMI, in contrast to the adjuvant setting. Possible explanations include negative effects related to cancer cachexia in patients with low BMI, increased drug delivery or selection bias in patients with high BMI, and potential for an interaction between BMI and molecular signaling pathways.