Literature DB >> 34007623

Dosage Adjustment of Irinotecan in Patients with UGT1A1 Polymorphisms: A Review of Current Literature.

Lia Argevani1, Caren Hughes2, Michael J Schuh2.   

Abstract

OBJECTIVE: To review available literature regarding pharmacogenomics (PGx) effects on the metabolism of irinotecan by the UGT1A1 gene and the resulting dose adjustments based on PGx genetic variant.
SUMMARY: Irinotecan is a chemotherapy agent commonly used in treatment of various cancers such as metastatic colorectal cancer (mCRC) and others. The extent of decreased function of UGT1A1 varies based on genotype so irinotecan dose adjustments may be needed. Those with UGT1A1 homozygous *28/*28 genotype may experience 70% reduction in activity, while heterozygous genotypes with *1/*28 may only experience 30% loss. UGT1A1*6 variants may also play a role in decreased function. The incidence of *28 and *6 alleles varies among ethnic populations resulting in the need for dosage adjustments to avoid toxicities.
CONCLUSION: These findings add to a growing body of literature that suggest patients with UGT1A1 *28 or *6 variant alleles benefit from lower doses of irinotecan. However, due to the heterogeneity of currently available studies, more evidence that investigates various regimens in different patient populations is needed to determine the most appropriate dosing strategies. Although other factors, as well as efficacy considerations will likely influence clinical decision making, genotype may be an important factor when determining dose. © Individual authors.

Entities:  

Keywords:  PGx; UDP-glucuronosyltransferase; UGT1A1; chemotherapy; colorectal cancer; irinotecan; pharmacogenomics

Year:  2020        PMID: 34007623      PMCID: PMC8075136          DOI: 10.24926/iip.v11i3.3203

Source DB:  PubMed          Journal:  Innov Pharm        ISSN: 2155-0417


Introduction

Irinotecan is a chemotherapy agent commonly used in treatment of various cancers such as metastatic colorectal cancer (mCRC) among others. Irinotecan is a prodrug and is converted into its active metabolite, SN-38 via hydrolysis. SN-38 is then inactivated by UDP-glucuronosyltransferase (UGT1A1) through glucuronidation.[1] (Figure I) The UGT1A1 gene is diverse with over 135 genetic variants reported.[2] UGT1A1*1 is the wild type allele and represents normal function, while other alleles such as *28 and *6 result in decreased function of the enzyme. These variant alleles are observed in conditions associated with hyperbilirubinemia such as Crigler-Najjar and Gilbert’s syndrome, since UGT1A1 also plays a role in bilirubin metabolism.[3] The extent of decreased function varies based on genotype. Those with homozygous *28/*28 genotype may experience 70% reduction in UGT1A1 activity, while heterozygous genotypes with *1/*28 may only experience a 30% loss.[4] The incidence of these two alleles varies among ethnic populations. The *28 allele is more commonly found in Caucasians and African Americans, while the *6 allele is often seen in Asian populations.[5] (Table I) With decreased activity of UGT1A1, the serum concentration of SN-38 increases and leads to possible increased risk of toxicity such as severe neutropenia, hepatotoxicity or diarrhea. (Figure II)
Figure I.

Metabolism of Irinotecan

Table I.

UGT1A1*28 and UGT1A1*6 Allele Frequencies

UGT1A1*28 Allele Frequencies[4]

Caucasian

0.26-0.31

African American

0.42-0.56

Asian

0.09-0.16

UGT1A1*6 Allele Frequencies[4]

Japanese

0.13

Korean

0.23

Chinese

0.23

Figure II.

Concentration/Time SN-38G/SN-38 Ratio Profile of Genotypes

Key: 6/6 = *28/*28, 6/7 = *1/*28, *1/*1 = 7/7

(# Higher concentrations of SN-38 likelyresults in increased incidence of toxicity

Metabolism of Irinotecan Concentration/Time SN-38G/SN-38 Ratio Profile of Genotypes Key: 6/6 = *28/*28, 6/7 = *1/*28, *1/*1 = 7/7 (# Higher concentrations of SN-38 likelyresults in increased incidence of toxicity UGT1A1*28 Allele Frequencies[ Caucasian 0.26-0.31 African American 0.42-0.56 Asian 0.09-0.16 UGT1A1*6 Allele Frequencies[ Japanese 0.13 Korean 0.23 Chinese 0.23 Due to the pivotal role UGT1A1 plays in the metabolism of irinotecan, the FDA amended the package insert in 2005 to recommend a reduction in the initial dosage if patients are homozygous for the *28 allele.[6] Since then, many studies have emerged solidifying the relationship between UGT1A1 genotype and incidence of adverse effects with administration of irinotecan. A meta-analysis by Yang et al.[7] analyzing 38 studies found that the odds ratio for severe toxicity for *28 homozygous genotypes compared to wild type genotypes was 3.50, while for *6 homozygotes it was 3.03. However, a lack of guidance exists to provide specific initial dosing recommendations for clinicians, resulting in a need to analyze currently available literature.

Methods

The objective of the study was to gather and evaluate evidence available for appropriate irinotecan dosages in patients with *28 and *6 alleles to provide guidance for clinicians. A review of the literature was conducted in May 2019 using PubMed, Cochrane Library and Google Scholar, using the keywords “irinotecan”, “UGT1A1”, “dose-finding”, “dose”. Studies were evaluated based on inclusion and exclusion criteria described below. For each study, a single investigator performed data abstraction to include study population, sample size, genotype distribution, therapy regimen and primary/secondary endpoints. Inclusion criteria: Treatment regimen included irinotecan Patients in experimental group had *28 or *6 alleles present Study evaluated effects of various doses on safety profile of irinotecan May be prospective or retrospective, but must include human subjects May take place in any country May include patients with any cancer type Exclusion criteria: Study took place over 15 years ago Published in any other language other than English Only the abstract was available in publication Review article, editorials or opinion articles contained no original research Study only establishes relationship between genotype and incidence of adverse effects without consideration of dose

Results

Eight studies in total were included for analysis.[8-15] All were phase I prospective dose finding studies except for Lu et al14 which was a retrospective chart review. Most of the studies included investigated patients with metastatic colorectal cancer, however two studies included patients with other types of malignancies.[11,13] Goetz et al11 included patients with metastatic or locally advanced cancers with a variety of different tumor types such as breast, stomach and bladder. Innocenti et al[13] studied patients with solid tumors or lymphomas refractory to standard therapy and tumor types were classified as gastrointestinal, lung or other. The sample size ranged from 48 to 107 participants. 6 out of 8 studies investigated the *1 and *28 alleles only. [8,9,11,13-15] All included patients with *1/1, *1/*28 and *28/*28 genotypes except the two studies by Toffoli et al[8,15] who excluded *28/*28 patients, due to low sample sizes. Satoh et al10 and Kim et al[12] also included the *6 variant allele, which is more prevalent in Asian countries. In Kim’s study, there were two patients that displayed the *6/*28 genotype, which they concluded would be functionally similar to a homozygous*28/*28 genotype. Inclusion criteria in all studies included parameters indicating adequate renal and hepatic function, such as serum creatinine less than 1.5 mg/dL and liver enzymes that were within normal limits. Some studies required patients to have an absolute neutrophil count (ANC) of greater than 1,500-2,000 to rule out pre-existing neutropenia. [8,9,11,12,13,15] Other studies had additional criteria such as a wash-out period from prior chemotherapy or radiation that ranged from 3 weeks to 6 months to the time of study initiation.[10-12] Finding the maximum tolerated dose (MTD) and dose limiting toxicities (DLT) was the primary endpoint in all studies. A 3+3 design (Figure III) was used in most studies to find MTD, except in Satoh et al[10] which used the continual reassessment method (CRM) and Lu et al[14] which was a retrospective chart review. Definitions of MTD varied between studies. Marcuello et al[9] and Goetz et al[11] defined MTD as the dose level below which 2/6 patients experienced a DLT, while in Kim’s study it was the level at which 2/6 patients experienced DLT. In Innocentiet al[13] , it was defined as the level at which less than 4/12 patients experience a DLT, mirroring a similar 33% cutoff as the previous studies. In the 2010 study by Toffoliet al[8] , MTD was defined as the level at which <2/10 patients experience DLT but in his 2017 study, it was <4/10. Definitions for dose limiting toxicity were consistent between studies and included grade 3-4 diarrhea and neutropenia, as defined by the Common Terminology Criteria for Adverse Events.[16]
Figure III.

Design Schematic for 3+3 Phase I Study[1]

Design Schematic for 3+3 Phase I Study[1] The studies varied in the regimen of irinotecan used. Irinotecan monotherapy was only used in two studies, although frequency was every 14 days in one study and every 21 days in the other. [10,13] Four studies used FOLFIRI, which is comprised of irinotecan administered every 2 weeks in combination with 5-fluorouracil and leucovorin. [8,9,14,15] However, in two of those studies, bevacizumab was concomitantly used. [14,15] Two studies included capecitabine.[11,12] Kim et al[12] studied XELIRI, which combines irinotecan and capecitabine alone while Goetz et al[11] studied CAPIRINOX, where irinotecan is administered with capecitabine and oxaliplatin. Starting doses used for patients with homozygous variant alleles ranged from 75 – 240 mg/m[2] , depending on the regimen. The lowest MTD for *28/*28 was reported in Marcuello et al[9] and Goetz et al[11] at 90 mg/m[2] and 75 mg/m[2] respectively, although different regimens were used. Satoh et al[10] determined MTD to be 150 mg/m[2] for *6 and *28 homozygous genotypes. Higher MTDs were observed in Lu et al[14] and Kim et al.[12] Lu et al[14] determined MTD to be 210 mg/m[2] for *28/*28 genotypes, while Kim et al[12] determined MTD to be 240 mg/m[2] for *6 and *28 homozygous genotypes. Innocenti et al[13] utilized flat dosing based on a standard body surface area (BSA) of 1.8 m[2] and determined MTD for *28/*28 to be 400 mg (equivalent to 220 mg/m[2] ) when irinotecan was used as monotherapy administered every 3 weeks. In all studies, MTD for wild type alleles was higher than for homozygous variant alleles. The two studies by Toffoli et al[8,15] only investigated the *1/*28 genotypes compared to wild-type and found that patients with only one variant allele require lower irinotecan doses as well. Tumor response was also evaluated in six studies as a secondary endpoint. [8,9,11-13,15] In the Kim et al12 and Marcuello et al9 studies, overall response rate (ORR) decreased in patients who had two variant alleles (either *6 or *28). In Kim et al, patients with a wild-type allele had an ORR of 61.5%, which decreased to 28.6% in patients with 2 variant alleles. However, patients with one variant allele had an increased ORR of 80%. In Marcuello et al, the ORR for *1/*1, *1/*28 and *28/*28 genotypes were 60%, 39% and 13%, respectively. In the other four studies, tumor response was either not correlated with genotype or efficacy results were inconclusive. (Table II)
Table II.

Summary of Results

Name (year)

Study Population

Sample Size

Genotypes Included

Regimen

Results (reported as MTD)

Toffoli et al[8] (2010)

Patients with mCRC

n = 59

UGT1A1 *1/*1, *1/*28

FOLFIRI

*1/*1 - 370 mg/m2

*1/*28 - 310 mg/m2

Marcuello et al[9] (2011)

Patients with mCRC or locally advanced recurrence after surgery

n = 94

UGT1A1 *1/*1, *1/*28, *28/*28

FOLFIRI

*1/*1 - 180 mg/m2

*1/*28 - 110 mg/m2

*28/*28 - 90 mg/m2

Satoh et al[10] (2011)

Patients with histologically confirmed and inoperable

mCRC

n = 82

UGT1A1 *1/*1, *1/*28, *1/*6, *28/*28, *6/*6

Irinotecan monotherapy every 14 days

*1/*1, > 150 mg/m2

*1/*6, *1/*28 - > 150 mg/m2

*6/*6, *28/*28 - 150 mg/m2

Goetz et al[11] (2013)

Patients with metastatic or locally advanced cancer

n = 53

UGT1A1 *1/*1, *1/*28, *28/*28

CAPIRINOX

*1/*1 – irinotecan 150 mg/m2, oxaliplatin 100 mg/m2, capecitabine 1600 mg/m2

*1/*28 - irinotecan 150 mg/m2, oxaliplatin 85 mg/m2, capecitabine 400 mg/m2

*28/*28 - irinotecan 75 mg/m2, oxaliplatin 85 mg/m2, capecitabine 400 mg/m2

Kim et al[12] (2013)

Patients with mCRC

n = 50

UGT1A1 *1/*1, *1/*28, *1/*6, *28/*28, *6/*6, *6/*28

XELIRI

*1/*1 - 380 mg/m2

*1/*6,*1/*28 - 380 mg/m2

*6/*6, *6/*28,*28/*28 - 240 mg/m2

Innocenti et al[13] (2014)

Patients with histologically confirmed solid tumors or lymphoma refractory to standard therapy

n = 68

UGT1A1 *1/*1, *1/*28, *28/*28

Irinotecan monotherapy every 21 days

*1/*1 – 850 mg (470 mg/m2*)

*1/*28 – 700 mg (390 mg/m2*)

*28/*28 – 400 mg (220 mg/m2*)

 

*based on a standardized BSA of 1.8 m2

Lu et al[14] (2014)

Patients with mCRC

n = 107

UGT1A1 *1/*1, *1/*28, *28/*28

FOLFIRI + bevacizumab

*1/*1 - 260 mg/m2

*1/*28 - 240 mg/m2

*28/*28 - 210 mg/m2

Toffoli et al[15] (2017)

Patients with mCRC

n = 48

UGT1A1 *1/*1, *1/*28

FOLFIRI + bevacizumab

*1/*1 - 310 mg/m2

*1/*28 - 260 mg/m2

FOLFIRI – Irinotecan + leucovorin + 5-fluorouracil, irinotecan administered every 14 days

CAPIRINOX – capecitabine + irinotecan + oxaliplatin, irinotecan administered every 21 days

XELIRI – capecitabine + irinotecan, irinotecan administered every 21 days

Name (year) Study Population Sample Size Genotypes Included Regimen Results (reported as MTD) Toffoli et al[ Patients with mCRC n = 59 UGT1A1 *1/*1, *1/*28 FOLFIRI *1/*1 - 370 mg/m2 *1/*28 - 310 mg/m2 Marcuello et al[ Patients with mCRC or locally advanced recurrence after surgery n = 94 UGT1A1 *1/*1, *1/*28, *28/*28 FOLFIRI *1/*1 - 180 mg/m2 *1/*28 - 110 mg/m2 *28/*28 - 90 mg/m2 Satoh et al[ Patients with histologically confirmed and inoperable mCRC n = 82 UGT1A1 *1/*1, *1/*28, *1/*6, *28/*28, *6/*6 Irinotecan monotherapy every 14 days *1/*1, > 150 mg/m2 *1/*6, *1/*28 - > 150 mg/m2 *6/*6, *28/*28 - 150 mg/m2 Goetz et al[ Patients with metastatic or locally advanced cancer n = 53 UGT1A1 *1/*1, *1/*28, *28/*28 CAPIRINOX *1/*1 – irinotecan 150 mg/m2, oxaliplatin 100 mg/m2, capecitabine 1600 mg/m2 *1/*28 - irinotecan 150 mg/m2, oxaliplatin 85 mg/m2, capecitabine 400 mg/m2 *28/*28 - irinotecan 75 mg/m2, oxaliplatin 85 mg/m2, capecitabine 400 mg/m2 Kim et al[ Patients with mCRC n = 50 UGT1A1 *1/*1, *1/*28, *1/*6, *28/*28, *6/*6, *6/*28 XELIRI *1/*1 - 380 mg/m2 *1/*6,*1/*28 - 380 mg/m2 *6/*6, *6/*28,*28/*28 - 240 mg/m2 Innocenti et al[ Patients with histologically confirmed solid tumors or lymphoma refractory to standard therapy n = 68 UGT1A1 *1/*1, *1/*28, *28/*28 Irinotecan monotherapy every 21 days *1/*1 – 850 mg (470 mg/m2*) *1/*28 – 700 mg (390 mg/m2*) *28/*28 – 400 mg (220 mg/m2*) *based on a standardized BSA of 1.8 m2 Lu et al[ Patients with mCRC n = 107 UGT1A1 *1/*1, *1/*28, *28/*28 FOLFIRI + bevacizumab *1/*1 - 260 mg/m2 *1/*28 - 240 mg/m2 *28/*28 - 210 mg/m2 Toffoli et al[ Patients with mCRC n = 48 UGT1A1 *1/*1, *1/*28 FOLFIRI + bevacizumab *1/*1 - 310 mg/m2 *1/*28 - 260 mg/m2 FOLFIRI – Irinotecan + leucovorin + 5-fluorouracil, irinotecan administered every 14 days CAPIRINOX – capecitabine + irinotecan + oxaliplatin, irinotecan administered every 21 days XELIRI – capecitabine + irinotecan, irinotecan administered every 21 days

Discussion

Although the FDA label did not provide specific guidance for dosage adjustment, the Dutch Pharmacogenomics Working Group (DPWG) recommended to reduce the initial starting dose of irinotecan by 30% of the standard dose if the patient has a homozygous variant genotype.[18] However, the difference in MTD for wild type vs. homozygous variant genotype seen in the studies of this review was often greater than 30%, suggesting a more conservative initial dose may be warranted. Furthermore, neither the FDA nor the DPWG addressed *6 alleles. The studies included in this review investigated patients with both *28 and *6 genotypes, which may allow for increased generalizability. The studies did not address any significant differences in response to irinotecan between *6/*6 vs. *28/*28 genotypes, so it may be reasonable to treat these patients similarly although more literature would be required to provide a complete comparison. Dosing recommendations ranged widely between the studies examined in this review. Much of the variability may be attributed to the heterogeneity of the studies with respect to the demographics of the study samples, the definitions used for MTD and the chemotherapy regimen utilized. The inclusion and exclusion criteria varied between the studies. An Eastern Cooperative Oncology Group (ECOG)[19] score of 0-2 was a requirement for eligibility for most studies (although some used 0-1) but patients’ various comorbidities may have influenced tolerance of irinotecan since not all studies excluded the same conditions. Concomitant use of chemotherapy agents in the regimen that also are associated with severe neutropenia and diarrhea may decrease the tolerability of irinotecan. For example, irinotecan dosing recommendations were lowest in the study by Goetz et al[13] which may be due to the concomitant administration of oxaliplatin and capecitabine which can also both significantly contribute to neutropenia. Frequency of administration may also affect recommended doses. A review by Hoskins et al found that irinotecan toxicity was not associated with genotype at lower doses, such as < 150 mg/m[2].[20] Similarly, a meta-analysis by Hu et al found that there was no association between genotype and irinotecan induced diarrhea at irinotecan doses < 125 mg/m[2].[21] This suggests that genotype may not be as significant of a factor for regimens where irinotecan is given weekly since doses tend to be lower than with regimens where irinotecan is administered every 2 or 3 weeks. Several studies in this review also performed tumor response assessments and found that response rate was lower with the reduced doses recommended for variant allele genotypes. Therefore, it is also essential to ensure efficacy is not compromised when adjusting the dose based on genotype. Although more studies that are designed to evaluate efficacy are needed to fully understand the relationship, clinicians may choose to initiate treatment at doses higher than the MTDs established in these studies and utilize supportive care to manage adverse effects rather than risk inadequate response with lower dosages. Moreover, a secondary finding from this literature review was that the MTDs for patients with wild-type alleles were often significantly higher than standard doses of irinotecan. This suggests that these patients may be able to tolerate doses higher than what is used in clinical practice, which may lead to increased tumor responses. If patients are known to have homozygous variant alleles, it may be appropriate to utilize alternative therapies if available to decrease risk of an unfavorable safety profile or inadequate response. However, irinotecan is an inexpensive and widely used cytotoxic agent that is first line therapy for various cancers, such as mCRC. The benefits of use, even in homozygous *6 or *28 patients, may outweigh the risks as long as patients are carefully managed with supportive care.

Conclusion

These findings add to a growing body of literature that suggests patients with UGT1A1 *6 or *28 variant alleles benefit from lower doses of irinotecan. However, due to the heterogeneity of currently available studies, more evidence that investigates various regimens in different patient populations is needed to determine the most appropriate dosing strategies. Although other factors as well as efficacy considerations will likely influence clinical decision making, genotype may be an important factor when determining dose. As the field of pharmacogenomics rapidly advances, further developments in the literature driven by more robust studies will serve to guide clinicians with regard to UGT1A1 genotypes and lead to improved patient outcomes.
  14 in total

1.  Dose-finding and pharmacokinetic study to optimize the dosing of irinotecan according to the UGT1A1 genotype of patients with cancer.

Authors:  Federico Innocenti; Richard L Schilsky; Jacqueline Ramírez; Linda Janisch; Samir Undevia; Larry K House; Soma Das; Kehua Wu; Michelle Turcich; Robert Marsh; Theodore Karrison; Michael L Maitland; Ravi Salgia; Mark J Ratain
Journal:  J Clin Oncol       Date:  2014-06-23       Impact factor: 44.544

2.  UGT1A1*6 and UGT1A1*28 polymorphisms are correlated with irinotecan-induced toxicity: A meta-analysis.

Authors:  Yuwei Yang; MengMeng Zhou; Mingjun Hu; Yanjie Cui; Qi Zhong; Ling Liang; Fen Huang
Journal:  Asia Pac J Clin Oncol       Date:  2018-06-22       Impact factor: 2.601

3.  UGT1A1 genotype-guided phase I study of irinotecan, oxaliplatin, and capecitabine.

Authors:  Matthew P Goetz; Heidi A McKean; Joel M Reid; Sumithra J Mandrekar; Angelina D Tan; Mary A Kuffel; Stephanie L Safgren; Renee M McGovern; Richard M Goldberg; Axel A Grothey; Robert McWilliams; Charles Erlichman; Matthew M Ames
Journal:  Invest New Drugs       Date:  2013-10-10       Impact factor: 3.850

4.  Genotype-directed, dose-finding study of irinotecan in cancer patients with UGT1A1*28 and/or UGT1A1*6 polymorphisms.

Authors:  Taroh Satoh; Takashi Ura; Yasuhide Yamada; Kentaro Yamazaki; Toshimasa Tsujinaka; Masaki Munakata; Tomohiro Nishina; Shu Okamura; Taito Esaki; Yasutsuna Sasaki; Wasaburo Koizumi; Yoshihiro Kakeji; Naoki Ishizuka; Ichinosuke Hyodo; Yuh Sakata
Journal:  Cancer Sci       Date:  2011-08-12       Impact factor: 6.716

5.  UGT1A1*28 polymorphism as a determinant of irinotecan disposition and toxicity.

Authors:  L Iyer; S Das; L Janisch; M Wen; J Ramírez; T Karrison; G F Fleming; E E Vokes; R L Schilsky; M J Ratain
Journal:  Pharmacogenomics J       Date:  2002       Impact factor: 3.550

6.  A UGT1A1*28 and *6 genotype-directed phase I dose-escalation trial of irinotecan with fixed-dose capecitabine in Korean patients with metastatic colorectal cancer.

Authors:  Kyu-pyo Kim; Ho-Sook Kim; Sun Jin Sym; Kyun Seop Bae; Yong Sang Hong; Heung-Moon Chang; Jae Lyun Lee; Yoon-Koo Kang; Jung Shin Lee; Jae-Gook Shin; Tae Won Kim
Journal:  Cancer Chemother Pharmacol       Date:  2013-04-18       Impact factor: 3.333

7.  Genotype-Guided Dosing Study of FOLFIRI plus Bevacizumab in Patients with Metastatic Colorectal Cancer.

Authors:  Giuseppe Toffoli; Manish R Sharma; Elena Marangon; Bianca Posocco; Elizabeth Gray; Quan Mai; Angela Buonadonna; Blase N Polite; Gianmaria Miolo; Gianna Tabaro; Federico Innocenti
Journal:  Clin Cancer Res       Date:  2016-08-09       Impact factor: 12.531

8.  UGT1A1*28 genotype and irinotecan-induced neutropenia: dose matters.

Authors:  Janelle M Hoskins; Richard M Goldberg; Pingping Qu; Joseph G Ibrahim; Howard L McLeod
Journal:  J Natl Cancer Inst       Date:  2007-08-28       Impact factor: 13.506

Review 9.  PharmGKB summary: very important pharmacogene information for UGT1A1.

Authors:  Julia M Barbarino; Cyrine E Haidar; Teri E Klein; Russ B Altman
Journal:  Pharmacogenet Genomics       Date:  2014-03       Impact factor: 2.089

10.  Genotype-driven phase I study of irinotecan administered in combination with fluorouracil/leucovorin in patients with metastatic colorectal cancer.

Authors:  Giuseppe Toffoli; Erika Cecchin; Giampiero Gasparini; Mario D'Andrea; Giuseppe Azzarello; Umberto Basso; Enrico Mini; Sergio Pessa; Elena De Mattia; Giovanni Lo Re; Angela Buonadonna; Stefania Nobili; Paolo De Paoli; Federico Innocenti
Journal:  J Clin Oncol       Date:  2009-12-28       Impact factor: 44.544

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  2 in total

1.  Characteristics and Clinical Implication of UGT1A1 Heterozygous Mutation in Tumor.

Authors:  Qian Li; Tao Sun; Hua Zhang; Wei Liu; Yu Xiao; Hongqi Sun; Wencheng Yin; Yanhong Yao; Yangchun Gu; Yan'e Liu; Fumei Yi; Qiqi Wang; Jinyu Yu; Baoshan Cao; Li Liang
Journal:  Zhongguo Fei Ai Za Zhi       Date:  2022-03-20

Review 2.  Next-Generation Personalized Medicine: Implementation of Variability Patterns for Overcoming Drug Resistance in Chronic Diseases.

Authors:  Yaron Ilan
Journal:  J Pers Med       Date:  2022-08-10
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