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Ilhan Y, Balcik OY, Guzel HG, Onder AH, Demir B, Baser MN, Karadag I, Ozbay MF, Genc TB, Uzuntas S, Poyrazoglu O, Beypinar I, Ergun Y, Ozturk B. Novel tumor marker index combining carcinoembryonic antigen and carbohydrate antigen 19-9: New prognostic factor for metastatic colorectal cancer. World J Gastrointest Oncol 2025; 17:104341. [DOI: 10.4251/wjgo.v17.i5.104341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2024] [Revised: 02/02/2025] [Accepted: 02/28/2025] [Indexed: 05/15/2025] Open
Abstract
BACKGROUND Metastatic colorectal cancer (mCRC) is a global health challenge with a poor prognosis. Prognostic markers are critical for survival prediction.
AIM To evaluate a novel tumor marker index (TMI) combining carcinoembryonic antigen and carbohydrate antigen 19-9.
METHODS This multicenter, retrospective study measured baseline carcinoembryonic antigen and carbohydrate antigen 19-9 levels to calculate a TMI as the geometric mean of values normalized to their upper limits of normal. Receiver operating characteristic curve analysis assessed TMI’s prognostic accuracy, and patients were stratified into high-TMI (≥ 1.39) and low-TMI (< 1.39) groups. The primary endpoint was overall survival (OS), with progression-free survival and treatment response as secondary endpoints.
RESULTS The study included 305 mCRC patients with a median follow-up of 22.9 months. The median OS for high-TMI patients was 29.5 months, significantly lower than the 45.6 months observed in the low-TMI group (P = 0.02). The 2-year OS rates for the high- and low-TMI groups were 59.4% and 72.9%, respectively. Median progression-free survival was also shorter for the high-TMI group (14.0 vs 16.0 months, P = 0.84). High TMI is an independent prognostic factor for worse OS.
CONCLUSION TMI is a simple, cost-effective prognostic tool for mCRC, with high TMI associated with poorer survival outcomes.
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Affiliation(s)
- Yusuf Ilhan
- Department of Medical Oncology, Antalya City Hospital, Antalya 07080, Türkiye
| | - Onur Yazdan Balcik
- Department of Medical Oncology, Alanya Alaaddin Keykubat University, Antalya 07400, Türkiye
| | - Halil Goksel Guzel
- Department of Medical Oncology, Antalya Training and Research Hospital, Antalya 07100, Türkiye
| | - Arif Hakan Onder
- Department of Medical Oncology, Antalya Training and Research Hospital, Antalya 07100, Türkiye
| | - Bilgin Demir
- Department of Medical Oncology, Adnan Menderes University, Aydın 09100, Türkiye
| | - Mehmet Nuri Baser
- Department of Medical Oncology, Adnan Menderes University, Aydın 09100, Türkiye
| | - Ibrahim Karadag
- Department of Medical Oncology, Hitit University, Erol Olcok Education and Research Hospital, Corum 19169, Türkiye
| | - Mehmet Fatih Ozbay
- Department of Medical Oncology, Kırsehir Training and Research Hospital, Kırsehir 40200, Türkiye
| | - Tugrul Burak Genc
- Department of Medical Oncology, Mus State Hospital, Mus 49000, Türkiye
| | - Sahnura Uzuntas
- Department of Internal Medicine, Alanya Alaaddin Keykubat University, Antalya 07425, Türkiye
| | - Oguz Poyrazoglu
- Department of Internal Medicine, Hitit University, Erol Olcok Education and Research Hospital, Corum 19169, Türkiye
| | - Ismail Beypinar
- Department of Medical Oncology, Alanya Alaaddin Keykubat University, Antalya 07400, Türkiye
| | - Yakup Ergun
- Department of Medical Oncology, Bower Hospital, Diyarbakir 21100, Türkiye
| | - Banu Ozturk
- Department of Medical Oncology, Antalya Training and Research Hospital, Antalya 07100, Türkiye
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Marschner N, Hegewisch-Becker S, Reiser M, von der Heyde E, Bertram M, Hollerbach SH, Kreher S, Wolf T, Binninger A, Chiabudini M, Kaiser-Osterhues A, Jänicke M. FOLFIRINOX or gemcitabine/nab-paclitaxel in advanced pancreatic adenocarcinoma: A novel validated prognostic score to facilitate treatment decision-making in real-world. Int J Cancer 2023; 152:458-469. [PMID: 36053905 PMCID: PMC10087956 DOI: 10.1002/ijc.34271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 06/30/2022] [Accepted: 07/20/2022] [Indexed: 02/01/2023]
Abstract
There is no prospective, randomised head-to-head trial comparing first-line FOLFIRINOX and gemcitabine/nab-paclitaxel in advanced pancreatic cancer. We assess real-world effectiveness and quality of life (QoL) of both regimens using a new prognostic score. This analysis includes 1540 patients with advanced pancreatic cancer from the prospective, clinical cohort study Tumour Registry Pancreatic Cancer separated into learning (n = 1027) and validation sample (n = 513). The Pancreatic Cancer Score (PCS) was developed using multivariate Cox regression. We compared overall survival (OS) and time to deterioration (TTD) for longitudinal QoL between first-line FOLFIRINOX (n = 407) and gemcitabine/nab-paclitaxel (n = 655) according to patients' prognostic risk, after inverse probability of treatment weighting (IPTW) by propensity score analysis. The PCS includes nine independent prognostic factors for survival: female sex, BMI ≥24/unknown, ECOG performance status ≥1, Charlson comorbidity index ≥1, tumour staging IV/unknown at primary diagnosis, liver metastases, bilirubin >1.5× upper limit of normal (ULN), leukocytes >ULN and neutrophil-to-lymphocyte ratio ≥4. Median OS of the validation sample was 11.4 (95% confidence interval [CI]: 10.4-14.4), 8.5 (95% CI: 6.8-9.6) and 5.9 months (95% CI: 4.0-7.4) for favourable- (0-3 risk factors), intermediate- (4-5 factors) and poor-risk group (6-9 factors), respectively. After IPTW, only poor-risk patients had significantly longer median OS and TTD of overall QoL with FOLFIRINOX (OS: 6.9 months, 95% CI: 3.9-13.3; TTD: 10.6 months, 95% CI: 2.0-14.1) vs gemcitabine/nab-paclitaxel (OS: 4.0 months, 95% CI: 2.8-4.8; TTD: 4.1 months, 95% CI: 2.4-4.5). Our novel PCS may facilitate treatment decisions in clinical routine of advanced pancreatic cancer, since only poor-risk, but not favourable-risk patients, seem to benefit from intensified treatment with FOLFIRINOX.
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Affiliation(s)
- Norbert Marschner
- Praxis für Interdisziplinäre Onkologie & Hämatologie, Freiburg, Germany
| | | | - Marcel Reiser
- PIOH-Praxis Internistische Onkologie und Hämatologie, Köln, Germany
| | | | - Mathias Bertram
- Hämatologisch Onkologischer Schwerpunkt Dres. Müller-Hagen/Bertram/Graefe/Kollegen, Hamburg, Germany
| | | | - Stephan Kreher
- Hämatologisch-Onkologische Schwerpunktpraxis Bad Liebenwerda, Bad Liebenwerda, Germany
| | - Thomas Wolf
- BAG, Gemeinschaftspraxis Hämatologie-Onkologie, Dresden, Germany
| | - Adrian Binninger
- Clinical Epidemiology and Health Economics, iOMEDICO, Freiburg, Germany
| | | | | | - Martina Jänicke
- Clinical Epidemiology and Health Economics, iOMEDICO, Freiburg, Germany
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Bochtler T, Reiling A, Endris V, Hielscher T, Volckmar AL, Neumann O, Kirchner M, Budczies J, Heukamp LC, Leichsenring J, Allgäuer M, Kazdal D, Löffler H, Weichert W, Schirmacher P, Stenzinger A, Krämer A. Integrated clinicomolecular characterization identifies RAS activation and CDKN2A deletion as independent adverse prognostic factors in cancer of unknown primary. Int J Cancer 2020; 146:3053-3064. [PMID: 31970771 DOI: 10.1002/ijc.32882] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 01/08/2020] [Accepted: 01/09/2020] [Indexed: 12/26/2022]
Abstract
Cancer of unknown primary (CUP) denotes a malignancy with histologically confirmed metastatic spread while the primary tumor remains elusive. Here, we address prognostic and therapeutic implications of mutations and copy number variations (CNVs) detected in tumor tissue in the context of a comprehensive clinical risk assessment. Targeted panel sequencing was performed in 252 CUP patients. 71.8% of patients had unfavorable CUP according to ESMO guidelines. 74.7% were adeno- and 13.7% squamous cell carcinomas. DNA was extracted from microdissected formalin-fixed, paraffin-embedded tissues. For library preparation, mostly multiplex PCR-based Ion Torrent AmpliSeq™ technology with Oncomine comprehensive assays was used. Most frequent genetic alterations were mutations/deletions of TP53 (49.6%), CDKN2A (19.0%) and NOTCH1 (14.1%) as well as oncogenic activation of KRAS (23.4%), FGFR4 (14.9%) and PIK3CA (10.7%). KRAS activation was predominantly found in adenocarcinomas (p = 0.01), PIK3CA activation in squamous cell carcinomas (p = 0.03). Male sex, high ECOG score, unfavorable CUP, higher number of involved organs and RAS activation predicted decreased event-free and overall survival in multivariate analysis. Deletions of CDKN2A were prognostically adverse regarding overall survival. TP53 mutations did not significantly influence prognosis in the overall cohort, but worsened prognosis in otherwise favorable CUP subtypes. Although not standard in CUP, for 17/198 (8.6%) patients molecularly targeted treatment was recommended and 10 patients (5.1%) were treated accordingly. In conclusion, besides the identification of drug targets, panel sequencing in CUP is prognostically relevant, with RAS activation and CDKN2A deletion emerging as novel independent risk factors in a comprehensive assessment with clinicopathological data.
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Affiliation(s)
- Tilmann Bochtler
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and Department of Internal Medicine V, University Hospital Heidelberg, Heidelberg, Germany.,Department of Thoracic Oncology, Thoraxklinik Heidelberg, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Germany.,Department of Internal Medicine V, University Hospital Heidelberg, Heidelberg, Germany
| | - Anna Reiling
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and Department of Internal Medicine V, University Hospital Heidelberg, Heidelberg, Germany.,Department of Internal Medicine V, University Hospital Heidelberg, Heidelberg, Germany
| | - Volker Endris
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,German Cancer Consortium (DKTK), Germany
| | - Thomas Hielscher
- Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Anna-Lena Volckmar
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Olaf Neumann
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Martina Kirchner
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Jan Budczies
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | | | - Jonas Leichsenring
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Michael Allgäuer
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Daniel Kazdal
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Harald Löffler
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and Department of Internal Medicine V, University Hospital Heidelberg, Heidelberg, Germany.,Marienhospital Stuttgart, Stuttgart, Germany
| | - Wilko Weichert
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,German Cancer Consortium (DKTK), Germany.,Institute of Pathology, Technical University Munich, Munich, Germany
| | - Peter Schirmacher
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Albrecht Stenzinger
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,German Cancer Consortium (DKTK), Germany
| | - Alwin Krämer
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and Department of Internal Medicine V, University Hospital Heidelberg, Heidelberg, Germany.,Department of Internal Medicine V, University Hospital Heidelberg, Heidelberg, Germany
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Marschner N, Zacharias S, Lordick F, Hegewisch-Becker S, Martens U, Welt A, Hagen V, Gleiber W, Bohnet S, Kruggel L, Dille S, Nusch A, Dörfel S, Decker T, Jänicke M. Association of Disease Progression With Health-Related Quality of Life Among Adults With Breast, Lung, Pancreatic, and Colorectal Cancer. JAMA Netw Open 2020; 3:e200643. [PMID: 32154886 PMCID: PMC7064873 DOI: 10.1001/jamanetworkopen.2020.0643] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
IMPORTANCE Mortality, morbidity, and health-related quality of life (HRQoL) are patient-relevant end points generally considered in the early benefit assessments of new cancer treatments. Progression-related end points, such as time to progression or progression-free survival, are not included, although patients and physicians testify to the detrimental association of disease progression with HRQoL. OBJECTIVE To examine the association of disease progression and HRQoL in 4 prevalent solid-cancer entities in routine clinical practice. DESIGN, SETTING, AND PARTICIPANTS This cohort study evaluated data from 4 prospective, nonintervention, multicenter registries collected between 2011 and 2018 in 203 centers in Germany. Patients' HRQoL was assessed regularly for up to 5 years. The change in HRQoL scores after disease progression was examined with linear mixed models, adjusting for demographic and clinical covariates. Patients with metastatic breast, pancreatic, lung, and colorectal cancer were recruited at the start of systemic first-line treatment. Data analysis was performed from February 2019 to April 2019. EXPOSURES All patients received systemic, palliative first-line treatment according to their physician's choice. MAIN OUTCOMES AND MEASURES The primary outcome was deterioration of HRQoL associated with disease progression, as measured by 4 validated questionnaires: Functional Assessment of Cancer Therapy-General version 4, European Organization for Research and Treatment of Cancer QLQ-C30 version 3.0, European Organization for Research and Treatment of Cancer QLQ-C15-PAL version 1, and Hospital Anxiety and Depression Scale. RESULTS More than 8000 questionnaires from 2314 patients with 2562 documented disease progressions were analyzed. In total, 464 patients had breast cancer (464 [100.0%] female; median [range] age, 61.6 [26.4-90.1] years), 807 patients had pancreatic cancer (352 [43.6%] female; median [range] age, 70.0 [39.0-93.0] years), 341 patients had lung cancer (118 [34.6%] female; median [range] age, 65.9 [28.4-88.2] years), and 702 patients had colorectal cancer (248 [35.3%] female; median [range] age, 66.9 [26.9-92.1] years). The first disease progression was associated with a statistically significant worsening of 37 of 45 HRQoL scales; for 17 of these scales, the worsening was clinically meaningful. Scale scores for appetite loss (pancreatic cancer, 10.2 points [95% CI, 6.8-13.5 points]; lung cancer, 10.8 points [95% CI, 5.4-16.2 points]; colorectal cancer, 8.8 points [95% CI, 5.5-12.2]; all P < .001), physical functioning (pancreatic cancer, 6.2 points [95% CI, 3.8-8.5 points]; lung cancer, 8.4 points [95% CI, 5.4-11.5 points]; colorectal cancer, 5.0 points [95% CI, 3.0-7.0 points]; all P < .001), and fatigue (pancreatic cancer, 5.5 points [95% CI, 3.0-7.9 points]; lung cancer, 7.7 points [95% CI, 4.3-11.1]; colorectal cancer, 4.5 points [95% CI, 2.1-6.9 points]; all P < .001) were most affected, irrespective of the type of cancer. The association with global HRQoL was most pronounced in lung cancer (6.7 points [95% CI, 3.5-9.9 points]; P < .001) and pancreatic cancer (5.4 points [95% CI, 3.3-7.5 points]; P < .001) and less in colorectal cancer (3.5 points [95% CI, 1.3-5.7 points]; P = .002) and breast cancer (2.4 points [95% CI, 1.0-3.9 points]; P = .001). The second progression was associated with an even larger decrease in HRQoL. CONCLUSIONS AND RELEVANCE These findings suggest that disease progression is associated with a deterioration in HRQoL among patients with metastatic breast, pancreatic, lung, and colorectal cancer. This evidence highlights the importance of progression-related end points, such as time to progression and progression-free survival, as additional patient-relevant end points when evaluating the benefit of new treatments for patients with metastatic cancer.
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Affiliation(s)
- Norbert Marschner
- Praxis für interdisziplinäre Onkologie und Hämatologie, Freiburg, Germany
| | - Stefan Zacharias
- Kompetenzzentrum für klinische Studien Bremen, Universität Bremen, Bremen, Germany
- Biostatistics, iOMEDICO, Freiburg, Germany
| | - Florian Lordick
- University Cancer Center Leipzig, Leipzig University Medical Center, Leipzig, Germany
| | | | - Uwe Martens
- Klinik für Innere Medizin III, SLK Kliniken Heilbronn, Heilbronn, Germany
| | - Anja Welt
- Innere Klinik Tumorforschung, Universitätsklinikum Essen, Essen, Germany
| | - Volker Hagen
- Klinik für Innere Medizin II, OnkoZentrum, St.-Johannes-Hospital, Dortmund, Germany
| | - Wolfgang Gleiber
- Universitätsklinikum Frankfurt Medizinische Klinik I, Schwerpunkt Pneumologie/Allergologie, Frankfurt, Germany
| | - Sabine Bohnet
- Med. Klinik III, Pneumologie, Universitätsklinikum Schleswig-Holstein, Lübeck, Germany
| | - Lisa Kruggel
- Clinical Epidemiology and Health Economics, iOMEDICO, Freiburg, Germany
| | | | - Arnd Nusch
- Praxis für Hämatologie und internistische Onkologie, Ratingen, Germany
| | | | - Thomas Decker
- Studienzentrum Onkologie Ravensburg, Ravensburg, Germany
| | - Martina Jänicke
- Clinical Epidemiology and Health Economics, iOMEDICO, Freiburg, Germany
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