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Organ-specific tumor dynamics predict survival of patients with metastatic colorectal cancer
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作者:

Chen, Chengcong
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Chinese Univ Hong Kong, Fac Med, Sch Pharm, Shatin, Hong Kong, Peoples R China Chinese Univ Hong Kong, Fac Med, Sch Pharm, Shatin, Hong Kong, Peoples R China

Feng, Yan Summer
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Genmab Inc, Clin Pharmacol & Quantitat Sci, Princeton, NJ 08536 USA Chinese Univ Hong Kong, Fac Med, Sch Pharm, Shatin, Hong Kong, Peoples R China

Wang, Ziyi
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Chinese Univ Hong Kong, Fac Med, Sch Pharm, Shatin, Hong Kong, Peoples R China Chinese Univ Hong Kong, Fac Med, Sch Pharm, Shatin, Hong Kong, Peoples R China

Gupta, Manish
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Genmab Inc, Clin Pharmacol & Quantitat Sci, Princeton, NJ 08536 USA Chinese Univ Hong Kong, Fac Med, Sch Pharm, Shatin, Hong Kong, Peoples R China

Xu, Xu Steven
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Genmab Inc, Clin Pharmacol & Quantitat Sci, Princeton, NJ 08536 USA Chinese Univ Hong Kong, Fac Med, Sch Pharm, Shatin, Hong Kong, Peoples R China

Yan, Xiaoyu
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Chinese Univ Hong Kong, Fac Med, Sch Pharm, Shatin, Hong Kong, Peoples R China Chinese Univ Hong Kong, Fac Med, Sch Pharm, Shatin, Hong Kong, Peoples R China
机构:
[1] Chinese Univ Hong Kong, Fac Med, Sch Pharm, Shatin, Hong Kong, Peoples R China
[2] Genmab Inc, Clin Pharmacol & Quantitat Sci, Princeton, NJ 08536 USA
关键词:
Tumor growth inhibition model;
Tumor growth rate;
Liver metastasis;
Metastatic colorectal cancer;
SIZE;
D O I:
10.1016/j.ejca.2024.114147
中图分类号:
R73 [肿瘤学];
学科分类号:
100214 ;
摘要:
Background: We aim to compare the prognostic value of organ-specific dynamics with the sum of the longest diameter (SLD) dynamics in patients with metastatic colorectal cancer (mCRC). Methods: All datasets are accessible in Project Data Sphere, an open-access platform. The tumor growth inhibition models developed based on organ-level SLD and SLD were used to estimate the organ-specific tumor growth rates (KGs) and SLD KG. The early tumor shrinkage (ETS) from baseline to the first measurement after treatment was also evaluated. The relationship between organ-specific dynamics, SLD dynamics, and survival outcomes (overall survival, OS; progression-free survival, PFS) was quantified using Kaplan-Meier analysis and Cox regression. Results: This study included 3687 patients from 6 phase III mCRC trials. The liver emerged as the most frequent metastatic site (2901, 78.7 %), with variable KGs across different organs in individual patients (liver 0.0243 > lung 0.0202 > lymph node 0.0127 > other 0.0118 [week(-1)]). Notably, the dynamics for different organs did not equally contribute to predicting survival outcomes. In liver metastasis cases, liver KG proved to be a superior prognostic indicator for OS and surpasses the predictive performance of SLD, (C-index, liver KG 0.610 vs SLD KG 0.606). A similar result can be found for PFS. Moreover, liver ETS also outperforms SLD ETS in predicting survival. Cox regression analysis confirmed liver KG is the most significant variable in survival prediction. Conclusions: In mCRC patients with liver metastasis, liver dynamics is the primary prognostic indicator for both PFS and OS. In future drug development for mCRC, greater emphasis should be directed towards understanding the dynamics of liver metastasis development.
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h-index: 0
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Genentech Roche, Clin Pharmacol, Marseille, France Univ Paris, INSERM IAME, Paris, France

论文数: 引用数:
h-index:
机构:
[10]
Tumor growth inhibition modeling of individual lesion dynamics and interorgan variability in HER2-negative breast cancer patients treated with docetaxel
[J].
Krishnan, Sreenath M.
;
Laarif, Sofiene S.
;
Bender, Brendan C.
;
Quartino, Angelica L.
;
Friberg, Lena E.
.
CPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY,
2021, 10 (05)
:511-521

Krishnan, Sreenath M.
论文数: 0 引用数: 0
h-index: 0
机构:
Uppsala Univ, Dept Pharm, Box 580, SE-75123 Uppsala, Sweden Uppsala Univ, Dept Pharm, Box 580, SE-75123 Uppsala, Sweden

Laarif, Sofiene S.
论文数: 0 引用数: 0
h-index: 0
机构:
Uppsala Univ, Dept Pharm, Box 580, SE-75123 Uppsala, Sweden Uppsala Univ, Dept Pharm, Box 580, SE-75123 Uppsala, Sweden

Bender, Brendan C.
论文数: 0 引用数: 0
h-index: 0
机构:
Genentech Inc, 460 Point San Bruno Blvd, San Francisco, CA 94080 USA Uppsala Univ, Dept Pharm, Box 580, SE-75123 Uppsala, Sweden

Quartino, Angelica L.
论文数: 0 引用数: 0
h-index: 0
机构:
Genentech Inc, 460 Point San Bruno Blvd, San Francisco, CA 94080 USA Uppsala Univ, Dept Pharm, Box 580, SE-75123 Uppsala, Sweden

Friberg, Lena E.
论文数: 0 引用数: 0
h-index: 0
机构:
Uppsala Univ, Dept Pharm, Box 580, SE-75123 Uppsala, Sweden Uppsala Univ, Dept Pharm, Box 580, SE-75123 Uppsala, Sweden