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Thompson JJ, McGovern J, Roxburgh CSD, Edwards J, Dolan RD, McMillan DC. The relationship between LDH and GLIM criteria for cancer cachexia: Systematic review and meta-analysis. Crit Rev Oncol Hematol 2024; 199:104378. [PMID: 38754770 DOI: 10.1016/j.critrevonc.2024.104378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 04/02/2024] [Accepted: 04/30/2024] [Indexed: 05/18/2024] Open
Abstract
INTRODUCTION Cancer cachexia is a clinical condition characterized by recognizable "sickness behaviors" accompanied by loss of lean body tissue. The Global Leadership on Malnutrition (GLIM) has proposed phenotypic (unintentional weight loss, low body mass index and low muscle mass) and aetiologic (reduced food intake and inflammation or disease burden) diagnostic criteria. Recent work has suggested serum lactate dehydrogenase (LDH) might represent a 3rd aetiologic criteria. Little is known of its relationship with GLIM. A systematic review and meta-analysis of their comparative prognostic value and association was performed. METHODS A search of electronic databases (PubMed, Medline, Ovid, Cochrane) up to February 2023 was used to identify studies that compared the prognostic value of LDH and components of the GLIM criteria in cancer. An analysis of the relationship between LDH and the components of GLIM was undertaken where this data was available. RevMan 5.4.1 was used to perform a meta-analysis for each diagnostic criteria that had 3 or more studies which reported hazard ratios with a 95 per cent confidence interval for overall survival (OS). RESULTS A total of 119 studies were reviewed. Advanced lung cancer was the most studied population. Included in the meta-analysis were 6 studies (n=2165) on LDH and weight loss, 17 studies (n=7540) on LDH and low BMI, 5 studies (n=758) on LDH and low muscle mass, 0 studies on LDH and food intake and 93 studies (n=32,190) on LDH and inflammation. There was a significant association between elevated serum LDH and each of low BMI (OR 1.39, 1.09 - 1.77; p=0.008), elevated NLR (OR 2.04, 1.57 - 2.65; p<0.00001) and elevated CRP (OR 2.58, 1.81 - 3.67; p<0.00001). There was no association between elevated serum LDH and low muscle mass. Only one study presented data on the association between LDH and unintentional weight loss. Elevated LDH showed a comparative OS (HR 1.86, 1.57 - 2.07; p<0.00001) to unintentional weight loss (HR 1.57, 1.23 - 1.99; p=0.0002) and had a similar OS (HR 2.00, 1.70 - 2.34; p<0.00001) to low BMI (HR 1.57, 1.29-2.90; p<0.0001). LDH also showed an OS (HR 2.25, 1.76 - 2.87; p<0.00001) congruous with low muscle mass (HR 1.93, 1.14 - 3.27; p=0.01) and again, LDH conferred as poor an OS (HR 1.77, 1.64-1.90; p<0.00001) as elevated NLR (HR 1.61, 1.48 - 1.77; p<0.00001) or CRP (HR 1.55, 1.43 - 1.69; p<0.00001). CONCLUSION Current literature suggests elevated serum LDH is associated with inflammation in cancer (an aetiologic GLIM criterion), however more work is required to establish the relationship between LDH and the phenotypic components of GLIM. Additionally, elevated serum LDH appears to be a comparative prognosticator of overall survival in cancer when compared to the GLIM criteria.
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Affiliation(s)
- Joshua J Thompson
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow Royal Infirmary, Glasgow, UK.
| | - Josh McGovern
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow Royal Infirmary, Glasgow, UK
| | - Campbell S D Roxburgh
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow Royal Infirmary, Glasgow, UK
| | - Joanne Edwards
- Wolfson Wohl Cancer Research Centre, School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Ross D Dolan
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow Royal Infirmary, Glasgow, UK
| | - Donald C McMillan
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow Royal Infirmary, Glasgow, UK
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2
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Kodama T, Imajima T, Shimokawa M, Otsuka T, Kawahira M, Nakazawa J, Hori T, Shibuki T, Arima S, Ido A, Miwa K, Okabe Y, Koga F, Ueda Y, Kubotsu Y, Shimokawa H, Takeshita S, Nishikawa K, Komori A, Otsu S, Hosokawa A, Sakai T, Sakai K, Oda H, Kawahira M, Arita S, Honda T, Taguchi H, Tsuneyoshi K, Kawaguchi Y, Fujita T, Sakae T, Shirakawa T, Mizuta T, Mitsugi K. A multicenter retrospective observational NAPOLEON2 study of nanoliposomal irinotecan with fluorouracil and folinic acid in patients with unresectable pancreatic cancer. Sci Rep 2024; 14:12422. [PMID: 38816500 PMCID: PMC11139902 DOI: 10.1038/s41598-024-63172-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Accepted: 05/27/2024] [Indexed: 06/01/2024] Open
Abstract
Nanoliposomal irinotecan with fluorouracil and folinic acid (NFF) is a standard regimen after gemcitabine-based therapy for patients with unresectable or recurrent pancreatic cancer. However, there are limited clinical data on its efficacy and safety in the real-world. We therefore initiated a retrospective and prospective observational study (NAPOLEON-2). The results of the retrospective part were reported herein. In this retrospective study, we evaluated 161 consecutive patients who received NFF as second-or-later-line regimen. The main endpoint was overall survival (OS), and the other endpoints were response rate, disease control rate, progression-free survival (PFS), dose intensity, and adverse events (AEs). The median age was 67 years (range, 38-85 years). The median OS and PFS were 8.1 and 3.4 months, respectively. The objective response and disease control rates were 5% and 52%, respectively. The median relative dose intensity was 81.6% for nanoliposomal irinotecan and 82.9% for fluorouracil. Grade 3 or 4 hematological and nonhematological AEs occurred in 47 and 42 patients, respectively. Common grade 3 or 4 AEs included neutropenia (24%), anorexia (12%), and leukocytopenia (12%). Subanalysis of patients treated with second-line and third-or-later-line demonstrated no statistical significant difference in OS (7.6 months vs. 9.1 months, respectively; hazard ratio, 0.92; 95% confidence interval, 0.64-1.35; p = 0.68). In conclusion, NFF has acceptable efficacy and safety profile even in real-world clinical settings. The prospective study is in progress to validate these findings.
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Affiliation(s)
- Tomoko Kodama
- Department of Medical Oncology, Kagoshima City Hospital, 37-1 Uearata-Cho, Kagoshima-Shi, Kagoshima, 890-8760, Japan
| | - Takashi Imajima
- Department of Medical Oncology, Sasebo Kyosai Hospital, 10-17 Shimanji-Cho, Sasebo-Shi, Nagasaki, 857-8575, Japan
- Department of Medicine and Biosystemic Science, Kyushu University Graduate School of Medical Sciences, 3-1-1 Maidashi, Higashi‑ku, Fukuoka-Shi, Fukuoka, 812-8582, Japan
| | - Mototsugu Shimokawa
- Clinical Research Institute, National Kyushu Cancer Center, 3-1-1 Notame, Minami-Ku, Fukuoka-Shi, Fukuoka, 811-1395, Japan
- Department of Biostatistics, Yamaguchi University Graduate School of Medicine, 1-1-1 Minamikogushi, Ube-Shi, Yamaguchi, 755-8505, Japan
| | - Taiga Otsuka
- Department of Internal Medicine, Minato Medical Clinic, 3-11-3 Nagahama, Chuo-Ku, Fukuoka-Shi, Fukuoka, 810-0072, Japan
| | - Masahiro Kawahira
- Department of Medical Oncology, Kagoshima City Hospital, 37-1 Uearata-Cho, Kagoshima-Shi, Kagoshima, 890-8760, Japan
| | - Junichi Nakazawa
- Department of Medical Oncology, Kagoshima City Hospital, 37-1 Uearata-Cho, Kagoshima-Shi, Kagoshima, 890-8760, Japan
| | - Takeshi Hori
- Department of Medical Oncology, Kagoshima City Hospital, 37-1 Uearata-Cho, Kagoshima-Shi, Kagoshima, 890-8760, Japan
| | - Taro Shibuki
- Department for the Promotion of Drug and Diagnostic Development, Division of Drug and Diagnostic Development Promotion, Translational Research Support Office, National Cancer Center Hospital East, 6-5-1 Kashiwanoha, Kashiwa-Shi, Chiba, 277-8577, Japan
- Department of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital East, 6-5-1 Kashiwanoha, Kashiwa-Shi, Chiba, 277-8577, Japan
| | - Shiho Arima
- Digestive and Lifestyle Diseases, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima-Shi, Kagoshima, 890-8520, Japan
| | - Akio Ido
- Digestive and Lifestyle Diseases, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima-Shi, Kagoshima, 890-8520, Japan
| | - Keisuke Miwa
- Multidisciplinary Treatment Cancer Center, Kurume University Hospital, 67 Asahi-Machi, Kurume-Shi, Fukuoka, 830-0011, Japan
| | - Yoshinobu Okabe
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, 67 Asahi-Machi, Kurume-Shi, Fukuoka, 830-0011, Japan
| | - Futa Koga
- Department of Hepatobiliary and Pancreatology, Saga Medical Center Koseikan, 400 Kase-Machi, Saga-Shi, Saga, 840-8571, Japan
| | - Yujiro Ueda
- Department of Hematology and Oncology, Japanese Red Cross Kumamoto Hospital, 2-1-1 Nagamine-Minami, Higashi-Ku, Kumamoto-Shi, Kumamoto, 861-8520, Japan
| | - Yoshihito Kubotsu
- Department of Internal Medicine, Karatsu Red Cross Hospital, 2430 Watada, Karatsu-Shi, Saga, 847-8588, Japan
| | - Hozumi Shimokawa
- Department of Hematology and Oncology, Japan Community Healthcare Organization Kyushu Hospital, 1-8-1 Kishinoura, Yahatanishi-Ku, Kitakyushu-Shi, Fukuoka, 806-8501, Japan
| | - Shigeyuki Takeshita
- Department of Gastroenterology, Japanese Red Cross Nagasaki Genbaku Hospital, 3-15 Morimachi, Nagasaki-Shi, Nagasaki, 852-8511, Japan
| | - Kazuo Nishikawa
- Department of Medical Oncology and Hematology, Oita University Faculty of Medicine, 1-1 Idaigaoka, Hasama-Machi, Yufu-Shi, Oita, 879-5593, Japan
| | - Azusa Komori
- Department of Medical Oncology and Hematology, Oita University Faculty of Medicine, 1-1 Idaigaoka, Hasama-Machi, Yufu-Shi, Oita, 879-5593, Japan
- Department of Gastrointestinal Medical Oncology, National Hospital Organization Shikoku Cancer Center, 160 Kou, Minamiumemoto-Machi, Matsuyama-Shi, Ehime, 791-0280, Japan
| | - Satoshi Otsu
- Department of Medical Oncology and Hematology, Oita University Faculty of Medicine, 1-1 Idaigaoka, Hasama-Machi, Yufu-Shi, Oita, 879-5593, Japan
| | - Ayumu Hosokawa
- Department of Clinical Oncology, University of Miyazaki Hospital, 5200 Kiyotakechoukihara, Miyazaki-Shi, Miyazaki, 889-1692, Japan
| | - Tatsunori Sakai
- Department of Medical Oncology, National Hospital Organization Kumamoto Medical Center, 1-5 Ninomaru, Chuo-Ku, Kumamoto-Shi, Kumamoto, 860-0008, Japan
| | - Kenji Sakai
- Department of Medical Oncology, National Hospital Organization Kumamoto Medical Center, 1-5 Ninomaru, Chuo-Ku, Kumamoto-Shi, Kumamoto, 860-0008, Japan
- Department of Clinical Oncology, Japan Community Health Care Organization Hitoyoshi Medical Center, 35 Oikamimachi, Hitoyoshi-Shi, Kumamoto, 868-8555, Japan
| | - Hisanobu Oda
- Division of Integrative Medical Oncology, Saiseikai Kumamoto Hospital, 5-3-1 Chikami, Minami-Ku, Kumamoto-Shi, Kumamoto, 861-4193, Japan
| | - Machiko Kawahira
- Department of Gastroenterology, Kagoshima Kouseiren Hospital, 1-13-1 Yojirou, Kagoshima-Shi, Kagoshima, 890-0062, Japan
| | - Shuji Arita
- Department of Chemotherapy, Miyazaki Prefectural Miyazaki Hospital, 5-30 Kita-Takamatsucho, Miyazaki, 880-8510, Japan
| | - Takuya Honda
- Department of Gastroenterology and Hepatology, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki-Shi, Nagasaki, 852-8501, Japan
| | - Hiroki Taguchi
- Department of Gastroenterology, Izumi General Medical Center, 520 Myoujin-Cho, Izumi-Shi, Kagoshima, 899-0131, Japan
- Department of Gastroenterology, Kagoshima City Hospital, 37-1 Uearata-Cho, Kagoshima-Shi, Kagoshima, 890-8760, Japan
| | - Kengo Tsuneyoshi
- Department of Gastroenterology, Izumi General Medical Center, 520 Myoujin-Cho, Izumi-Shi, Kagoshima, 899-0131, Japan
| | - Yasunori Kawaguchi
- Department of Gastroenterology, Asakura Medical Association Hospital, 422-1 Raiha, Asakura-Shi, Fukuoka, 838-0069, Japan
| | - Toshihiro Fujita
- Department of Gastroenterology, Saiseikai Sendai Hospital, 2-46 Harada-Cho, Satsumasendai-Shi, Kagoshima, 895-0074, Japan
| | - Takahiro Sakae
- Department of Gastroenterology, Saiseikai Sendai Hospital, 2-46 Harada-Cho, Satsumasendai-Shi, Kagoshima, 895-0074, Japan
| | - Tsuyoshi Shirakawa
- Department of Medical Checkup Center, Eikoh Hospital, 3-8-15 Befu-Nishi, Shime-Machi, Kasuya-Gun, Fukuoka, 811-2232, Japan.
- Clinical Hematology Oncology Treatment Study Group, 1-14-6 Muromi-Gaoka, Nishi-Ku, Fukuoka-Shi, Fukuoka, 819-0030, Japan.
| | - Toshihiko Mizuta
- Department of Internal Medicine, Fujikawa Hospital, 1-2-6 Matsubara, Saga-Shi, Saga, 840-0831, Japan
| | - Kenji Mitsugi
- Department of Medical Oncology, Sasebo Kyosai Hospital, 10-17 Shimanji-Cho, Sasebo-Shi, Nagasaki, 857-8575, Japan
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3
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Seelen LWF, Doppenberg D, Stoop TF, Nagelhout A, Brada LJH, Bosscha K, Busch OR, Cirkel GA, den Dulk M, Daams F, van Dieren S, van Eijck CHJ, Festen S, Groot Koerkamp B, Haj Mohammad N, de Hingh IHJT, Lips DJ, Los M, de Meijer VE, Patijn GA, Polée MB, Stommel MWJ, Walma MS, de Wilde RF, Wilmink JW, Molenaar IQ, van Santvoort HC, Besselink MG. Minimum and Optimal CA19-9 Response After Two Months Induction Chemotherapy in Patients With Locally Advanced Pancreatic Cancer: A Nationwide Multicenter Study. Ann Surg 2024; 279:832-841. [PMID: 37477009 DOI: 10.1097/sla.0000000000006021] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/22/2023]
Abstract
OBJECTIVE This nationwide multicenter study aimed to define clinically relevant thresholds of relative serum CA19-9 response after 2 months of induction chemotherapy in patients with locally advanced pancreatic cancer (LAPC). BACKGROUND CA19-9 is seen as leading biomarker for response evaluation in patients with LAPC, but early clinically useful cut-offs are lacking. METHODS All consecutive patients with LAPC after 4 cycles (m)FOLFIRINOX or 2 cycles gemcitabine-nab-paclitaxel induction chemotherapy (±radiotherapy) with CA19-9 ≥5 U/mL at baseline were analyzed (2015-2019). The association of CA19-9 response with median OS (mOS) was evaluated for different CA19-9 cut-off points. Minimum and optimal CA19-9 response were established via log-rank test. Predictors for OS were analyzed using COX regression analysis. RESULTS Overall, 212 patients were included, of whom 42 (19.8%) underwent resection. Minimum CA19-9 response demonstrating a clinically significant median OS difference (12.7 vs. 19.6 months) was seen at ≥40% CA19-9 decrease. The optimal cutoff for CA19-9 response was ≥60% decrease (21.7 vs. 14.0 mo, P =0.021). Only for patients with elevated CA19-9 levels at baseline (n=184), CA19-9 decrease ≥60% [hazard ratio (HR)=0.59, 95% CI, 0.36-0.98, P =0.042] was independently associated with prolonged OS, as were SBRT (HR=0.42, 95% CI, 0.25-0.70; P =0.001), and resection (HR=0.25, 95% CI, 0.14-0.46, P <0.001), and duration of chemotherapy (HR=0.75, 95% CI, 0.69-0.82, P <0.001). CONCLUSIONS CA19-9 decrease of ≥60% following induction chemotherapy as optimal response cut-off in patients with LAPC is an independent predictor for OS when CA19-9 is increased at baseline. Furthermore, ≥40% is the minimum cut-off demonstrating survival benefit. These cut-offs may be used when discussing treatment strategies during early response evaluation.
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Affiliation(s)
- Leonard W F Seelen
- Department of Surgery, UMC Utrecht Cancer Center and St Antonius Hospital Nieuwegein: Regional Academic Cancer Center Utrecht, Utrecht, The Netherlands
| | - Deesje Doppenberg
- Amsterdam UMC, University of Amsterdam, Department of Surgery, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Thomas F Stoop
- Amsterdam UMC, University of Amsterdam, Department of Surgery, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Division of Surgical Oncology, Department of Surgery, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Anne Nagelhout
- Department of Surgery, UMC Utrecht Cancer Center and St Antonius Hospital Nieuwegein: Regional Academic Cancer Center Utrecht, Utrecht, The Netherlands
| | - Lilly J H Brada
- Department of Surgery, UMC Utrecht Cancer Center and St Antonius Hospital Nieuwegein: Regional Academic Cancer Center Utrecht, Utrecht, The Netherlands
| | - Koop Bosscha
- Department of Surgery, Jeroen Bosch Hospital, 's-Hertogenbosch, The Netherlands
| | - Olivier R Busch
- Amsterdam UMC, University of Amsterdam, Department of Surgery, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Geert A Cirkel
- Department of Medical Oncology, Regional Academic Cancer Center Utrecht, Meander Medical Center Amersfoort, University Medical Center, Utrecht, The Netherlands
| | - Marcel den Dulk
- Department of Surgery, Maastricht University Medical Center, Maastricht, The Netherlands
- Department of General, Visceral and Transplant Surgery, University Hospital Aachen, Germany
| | - Freek Daams
- Amsterdam UMC, University of Amsterdam, Department of Surgery, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Susan van Dieren
- Amsterdam UMC, University of Amsterdam, Department of Surgery, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
| | | | | | - Bas Groot Koerkamp
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Nadia Haj Mohammad
- Department of Medical Oncology, Regional Academic Cancer Center Utrecht, University Medical Center, Utrecht, The Netherlands
| | | | - Daan J Lips
- Department of Surgery, Medisch Spectrum Twente, Enschede, The Netherlands
| | - Maartje Los
- Department of Medical Oncology, Regional Academic Cancer Center Utrecht, St. Antonius Hospital Nieuwegein, University Medical Center, Utrecht, The Netherlands
| | - Vincent E de Meijer
- Department of Surgery, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
| | - Gijs A Patijn
- Department of Surgery, Isala Clinics, Zwolle, The Netherlands
| | - Marco B Polée
- Department of Medical Oncology, Medical Center Leeuwarden, Leeuwarden, The Netherlands
| | - Martijn W J Stommel
- Department of Surgery, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Marieke S Walma
- Department of Surgery, UMC Utrecht Cancer Center and St Antonius Hospital Nieuwegein: Regional Academic Cancer Center Utrecht, Utrecht, The Netherlands
| | - Roeland F de Wilde
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Johanna W Wilmink
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Amsterdam UMC, University of Amsterdam, Department of Medical Oncology, Amsterdam, The Netherlands
| | - I Quintus Molenaar
- Department of Surgery, UMC Utrecht Cancer Center and St Antonius Hospital Nieuwegein: Regional Academic Cancer Center Utrecht, Utrecht, The Netherlands
| | - Hjalmar C van Santvoort
- Department of Surgery, UMC Utrecht Cancer Center and St Antonius Hospital Nieuwegein: Regional Academic Cancer Center Utrecht, Utrecht, The Netherlands
| | - Marc G Besselink
- Amsterdam UMC, University of Amsterdam, Department of Surgery, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
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4
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Stoop TF, Theijse RT, Seelen LWF, Groot Koerkamp B, van Eijck CHJ, Wolfgang CL, van Tienhoven G, van Santvoort HC, Molenaar IQ, Wilmink JW, Del Chiaro M, Katz MHG, Hackert T, Besselink MG. Preoperative chemotherapy, radiotherapy and surgical decision-making in patients with borderline resectable and locally advanced pancreatic cancer. Nat Rev Gastroenterol Hepatol 2024; 21:101-124. [PMID: 38036745 DOI: 10.1038/s41575-023-00856-2] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/05/2023] [Indexed: 12/02/2023]
Abstract
Surgical resection combined with systemic chemotherapy is the cornerstone of treatment for patients with localized pancreatic cancer. Upfront surgery is considered suboptimal in cases with extensive vascular involvement, which can be classified as either borderline resectable pancreatic cancer or locally advanced pancreatic cancer. In these patients, FOLFIRINOX or gemcitabine plus nab-paclitaxel chemotherapy is currently used as preoperative chemotherapy and is eventually combined with radiotherapy. Thus, more patients might reach 5-year overall survival. Patient selection for chemotherapy, radiotherapy and subsequent surgery is based on anatomical, biological and conditional parameters. Current guidelines and clinical practices vary considerably regarding preoperative chemotherapy and radiotherapy, response evaluation, and indications for surgery. In this Review, we provide an overview of the clinical evidence regarding disease staging, preoperative therapy, response evaluation and surgery in patients with borderline resectable pancreatic cancer or locally advanced pancreatic cancer. In addition, a clinical work-up is proposed based on the available evidence and guidelines. We identify knowledge gaps and outline a proposed research agenda.
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Affiliation(s)
- Thomas F Stoop
- Amsterdam UMC, location University of Amsterdam, Department of Surgery, Amsterdam, Netherlands
- Cancer Center Amsterdam, Amsterdam, Netherlands
- Division of Surgical Oncology, Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA
| | - Rutger T Theijse
- Amsterdam UMC, location University of Amsterdam, Department of Surgery, Amsterdam, Netherlands
- Cancer Center Amsterdam, Amsterdam, Netherlands
| | - Leonard W F Seelen
- Department of Surgery, Regional Academic Cancer Center Utrecht, University Medical Center Utrecht and St. Antonius Hospital Nieuwegein, Utrecht, Netherlands
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus MC Cancer Institute, Erasmus Medical Center, Rotterdam, Netherlands
| | - Casper H J van Eijck
- Department of Surgery, Erasmus MC Cancer Institute, Erasmus Medical Center, Rotterdam, Netherlands
| | - Christopher L Wolfgang
- Division of Surgical Oncology, Department of Surgery, New York University Medical Center, New York City, NY, USA
| | - Geertjan van Tienhoven
- Cancer Center Amsterdam, Amsterdam, Netherlands
- Amsterdam UMC, location University of Amsterdam, Department of Radiation Oncology, Amsterdam, Netherlands
| | - Hjalmar C van Santvoort
- Department of Surgery, Regional Academic Cancer Center Utrecht, University Medical Center Utrecht and St. Antonius Hospital Nieuwegein, Utrecht, Netherlands
| | - I Quintus Molenaar
- Department of Surgery, Regional Academic Cancer Center Utrecht, University Medical Center Utrecht and St. Antonius Hospital Nieuwegein, Utrecht, Netherlands
| | - Johanna W Wilmink
- Cancer Center Amsterdam, Amsterdam, Netherlands
- Amsterdam UMC, location University of Amsterdam, Department of Medical Oncology, Amsterdam, Netherlands
| | - Marco Del Chiaro
- Division of Surgical Oncology, Department of Surgery, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA
| | - Matthew H G Katz
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Thilo Hackert
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
- Department of General, Visceral and Thoracic Surgery, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Marc G Besselink
- Amsterdam UMC, location University of Amsterdam, Department of Surgery, Amsterdam, Netherlands.
- Cancer Center Amsterdam, Amsterdam, Netherlands.
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5
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Motobayashi H, Kitahata Y, Okada KI, Miyazawa M, Ueno M, Hayami S, Miyamoto A, Shimizu A, Sato M, Yoshimura T, Nakamura Y, Takemoto N, Nakai T, Hyo T, Matsumoto K, Yamaue H, Kawai M. Short-term serial circulating tumor DNA assessment predicts therapeutic efficacy for patients with advanced pancreatic cancer. J Cancer Res Clin Oncol 2024; 150:35. [PMID: 38277079 PMCID: PMC10817839 DOI: 10.1007/s00432-023-05594-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Accepted: 12/22/2023] [Indexed: 01/27/2024]
Abstract
PURPOSE We investigated the potential clinical utility of short-term serial KRAS-mutated circulating cell-free tumor DNA (ctDNA) assessment for predicting therapeutic response in patients undergoing first-line chemotherapy for advanced pancreatic cancer. METHODS We collected 144 blood samples from 18 patients with locally advanced or metastatic cancer that were undergoing initial first-line chemotherapy of gemcitabine plus nab-paclitaxel (GEM plus nab-PTX). Analysis of KRAS-mutated ctDNA was quantified by digital droplet polymerase chain reaction (ddPCR) as mutant allele frequency (MAF). This study investigated pretreatment KRAS-mutated ctDNA status and ctDNA kinetics every few days (days 1, 3, 5 and 7) after initiation of chemotherapy and their potential as predictive indicators. RESULTS Of the 18 enrolled patients, an increase in KRAS-mutated ctDNA MAF values from day 0-7 after initiation of chemotherapy was significantly associated with disease progression (P < 0.001). Meanwhile, positive pretreatment ctDNA status (MAF ≥ 0.02%) (P = 0.585) and carbohydrate antigen 19-9 (CA19-9) values above the median (P = 0.266) were not associated with disease progression. In univariate analysis, this short-term increase in ctDNA MAF values (day 0-7) was found to be associated with significantly shorter progression free survival (PFS) (hazard ration [HR], 24.234; range, (2.761-212.686); P = 0.0002). CONCLUSION This short-term ctDNA kinetics assessment may provide predictive information to reflect real-time therapeutic response and lead to effective refinement of regimen in patients with advanced pancreatic cancer undergoing systemic chemotherapy.
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Affiliation(s)
- Hideki Motobayashi
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Yuji Kitahata
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan.
| | - Ken-Ichi Okada
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Motoki Miyazawa
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Masaki Ueno
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Shinya Hayami
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Atsushi Miyamoto
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Atsushi Shimizu
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Masatoshi Sato
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Tomohiro Yoshimura
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Yuki Nakamura
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Norio Takemoto
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Tomoki Nakai
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Takahiko Hyo
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Kyohei Matsumoto
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Hiroki Yamaue
- Department of Cancer Immunology, Wakayama Medical University, Wakayama, Japan
| | - Manabu Kawai
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
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6
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Ouyang H, Ma W, Jiang X, Gerdtsson AS, Liu D, Pan Z. Is lung involvement a favorable prognostic factor for pancreatic ductal adenocarcinoma with synchronous liver metastases?-A propensity score analysis. Expert Rev Gastroenterol Hepatol 2023; 17:405-412. [PMID: 36803208 DOI: 10.1080/17474124.2023.2183497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/23/2023]
Abstract
BACKGROUND For advanced pancreatic cancer, pulmonary metastases (PM) have been considered favorable factors compared to metastases of other sites, but it remains unknown whether the prognosis of patients with synchronous liver and lung metastases is better than that of non-PM. METHODS Data was derived from a two-decade cohort and included 932 cases of pancreatic adenocarcinoma with synchronous liver metastases (PACLM). Propensity score matching (PSM) was applied to balance 360 selected cases, grouped into PM (n = 90) and non-PM (n = 270). Overall survival (OS) and survival-related factors were analyzed. RESULTS In PSM-adjusted data, the median OS was 7.3 and 5.8 months, for PM and non-PM, respectively (p = 0.16). Multivariate analysis revealed that male gender, poor performance status, higher hepatic tumor burden, ascites, elevated carbohydrate antigen 19-9, and lactate dehydrogenase were factors of poor survival (p < 0.05). Chemotherapy was the only independent significant factor of favorable prognosis (p < 0.05). CONCLUSION Although lung involvement was indicated to be a favorable prognostic factor for patients with PACLM in the whole cohort, PM were not associated with better survivals in the subset of cases subjected to PSM adjustment.
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Affiliation(s)
- Huaqiang Ouyang
- Department of Integrative Oncology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.,National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Tianjin, China
| | - Weidong Ma
- National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Department of Pancreatic Oncology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Xiangli Jiang
- National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Department of Thoracic Oncology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Anna Sandström Gerdtsson
- Department of Immunotechnology, CREATE Health Translational Cancer Center, Lund University, Lund, Sweden
| | - Donglin Liu
- Department of Mathematics, Lund University, Lund, Sweden
| | - Zhanyu Pan
- Department of Integrative Oncology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.,National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Tianjin, China
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7
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Zhou Q, Deng G, Wang Z, Dai G. Preoperative lung immune prognostic index predicts survival in patients with pancreatic cancer undergoing radical resection. Front Surg 2023; 9:1002075. [PMID: 36684178 PMCID: PMC9852768 DOI: 10.3389/fsurg.2022.1002075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Accepted: 12/05/2022] [Indexed: 01/08/2023] Open
Abstract
Background Lung immune prognostic index (LIPI), a combination of derived neutrophil-to-lymphocyte ratio (dNLR) and lactate dehydrogenase (LDH), is currently attracting considerable interest as a potential prognostic indicator in many malignancies. Our study aimed to investigate the prognostic value of preoperative LIPI in patients with pancreatic ductal adenocarcinoma (PDAC) undergoing radical resection. Methods We retrospectively reviewed PDAC patients treated with radical resection from February 2019 to April 2021 at Chinese People's Liberation Army (PLA) general hospital. Based on the cut-off value of dNLR and LDH identified by X-tile, patients were divided into LIPI good and LIPI intermediate/poor group. Kaplan-Meier curve and log-rank test were used to compare the recurrence-free survival (RFS) and overall survival (OS) of the two groups. Univariate and multivariate Cox regression was used to identify the independent prognostic value of LIPI. Subgroup analysis was performed to identify specific population benefited from radical resection. Results A total of 205 patients were included and the median RFS and OS was 10.8 and 24.3 months, respectively. Preoperative LIPI intermediate/poor was related to worse RFS and OS (p < 0.05). Preoperative LIPI intermediate/poor, vascular invasion and no adjuvant chemotherapy were indicators of poor OS. Patients with LIPI intermediate/poor had worse OS especially among females and those with adjuvant chemotherapy (p < 0.05). Adjuvant chemotherapy related to better RFS and OS in patients with LIPI good (p < 0.05). Conclusions Preoperative LIPI intermediate/poor can be an indicator of poor prognosis in patients with PDAC undergoing radical resection. LIPI good could be an effective marker of benefit from adjuvant chemotherapy. Larger studies are warranted for further validation.
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Affiliation(s)
- Qian Zhou
- Department of Oncology, Medical School of Chinese People’s Liberation Army (PLA), Beijing, China,Department of Medical Oncology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Guochao Deng
- School of Medicine, Nankai University, Tianjin, China,Department of Medical Oncology, The Fifth Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Zhikuan Wang
- Department of Medical Oncology, The Fifth Medical Center of Chinese PLA General Hospital, Beijing, China,Correspondence: Zhikuan Wang Guanghai Dai
| | - Guanghai Dai
- Department of Oncology, Medical School of Chinese People’s Liberation Army (PLA), Beijing, China,Department of Medical Oncology, The Fifth Medical Center of Chinese PLA General Hospital, Beijing, China,Correspondence: Zhikuan Wang Guanghai Dai
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8
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Keyl J, Kasper S, Wiesweg M, Götze J, Schönrock M, Sinn M, Berger A, Nasca E, Kostbade K, Schumacher B, Markus P, Albers D, Treckmann J, Schmid KW, Schildhaus HU, Siveke JT, Schuler M, Kleesiek J. Multimodal survival prediction in advanced pancreatic cancer using machine learning. ESMO Open 2022; 7:100555. [PMID: 35988455 PMCID: PMC9588888 DOI: 10.1016/j.esmoop.2022.100555] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 07/04/2022] [Accepted: 07/05/2022] [Indexed: 11/23/2022] Open
Abstract
Background Existing risk scores appear insufficient to assess the individual survival risk of patients with advanced pancreatic ductal adenocarcinoma (PDAC) and do not take advantage of the variety of parameters that are collected during clinical care. Methods In this retrospective study, we built a random survival forest model from clinical data of 203 patients with advanced PDAC. The parameters were assessed before initiation of systemic treatment and included age, CA19-9, C-reactive protein, metastatic status, neutrophil-to-lymphocyte ratio and total serum protein level. Separate models including imaging and molecular parameters were built for subgroups. Results Over the entire cohort, a model based on clinical parameters achieved a c-index of 0.71. Our approach outperformed the American Joint Committee on Cancer (AJCC) staging system and the modified Glasgow Prognostic Score (mGPS) in the identification of high- and low-risk subgroups. Inclusion of the KRAS p.G12D mutational status could further improve the prediction, whereas radiomics data of the primary tumor only showed little benefit. In an external validation cohort of PDAC patients with liver metastases, our model achieved a c-index of 0.67 (mGPS: 0.59). Conclusions The combination of multimodal data and machine-learning algorithms holds potential for personalized prognostication in advanced PDAC already at diagnosis. We developed a machine-learning-based prediction model that outperforms the AJCC staging system and mGPS. Applying our model to an external validation cohort demonstrates generalizability. Explainable machine learning enables to understand the decision making of our model and identifies relevant parameters. Combining clinical, imaging and genetic data holds potential for personalized prognostication in advanced PDAC.
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Affiliation(s)
- J Keyl
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen (AöR), University of Duisburg-Essen, Essen, Germany; Institute for AI in Medicine (IKIM), University Hospital Essen (AöR), Essen, Germany; German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany.
| | - S Kasper
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen (AöR), University of Duisburg-Essen, Essen, Germany; German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany; Medical Faculty, University of Duisburg-Essen, Essen, Germany
| | - M Wiesweg
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen (AöR), University of Duisburg-Essen, Essen, Germany; Medical Faculty, University of Duisburg-Essen, Essen, Germany
| | - J Götze
- Department of Internal Medicine II, Oncology, Hematology, BMT and Pneumology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - M Schönrock
- Department of Internal Medicine II, Oncology, Hematology, BMT and Pneumology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - M Sinn
- Department of Internal Medicine II, Oncology, Hematology, BMT and Pneumology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - A Berger
- Institute for AI in Medicine (IKIM), University Hospital Essen (AöR), Essen, Germany
| | - E Nasca
- Institute for AI in Medicine (IKIM), University Hospital Essen (AöR), Essen, Germany
| | - K Kostbade
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen (AöR), University of Duisburg-Essen, Essen, Germany; Medical Faculty, University of Duisburg-Essen, Essen, Germany
| | - B Schumacher
- Department of Gastroenterology, Elisabeth Hospital Essen, Essen, Germany
| | - P Markus
- Department of General Surgery and Traumatology, Elisabeth Hospital Essen, Essen, Germany
| | - D Albers
- Department of Gastroenterology, Elisabeth Hospital Essen, Essen, Germany
| | - J Treckmann
- Department of General, Visceral and Transplant Surgery, West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
| | - K W Schmid
- Medical Faculty, University of Duisburg-Essen, Essen, Germany; Institute of Pathology, West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
| | - H-U Schildhaus
- Medical Faculty, University of Duisburg-Essen, Essen, Germany; Institute of Pathology, West German Cancer Center, University Hospital Essen (AöR), Essen, Germany
| | - J T Siveke
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen (AöR), University of Duisburg-Essen, Essen, Germany; Medical Faculty, University of Duisburg-Essen, Essen, Germany; Bridge Institute of Experimental Tumor Therapy (BIT), West German Cancer Center, University Hospital Essen (AöR), Essen, Germany; Division of Solid Tumor Translational Oncology, German Cancer Consortium (DKTK) Partner site Essen, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - M Schuler
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen (AöR), University of Duisburg-Essen, Essen, Germany; German Cancer Consortium (DKTK), Partner site University Hospital Essen (AöR), Essen, Germany; Medical Faculty, University of Duisburg-Essen, Essen, Germany
| | - J Kleesiek
- Institute for AI in Medicine (IKIM), University Hospital Essen (AöR), Essen, Germany; Medical Faculty, University of Duisburg-Essen, Essen, Germany
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