Literature DB >> 31620896

Precision oncotherapy based on liquid biopsies in multidisciplinary treatment of unresectable recurrent rectal cancer: a retrospective cohort study.

Stefano Guadagni1, Giammaria Fiorentini2, Michele De Simone3, Francesco Masedu4, Odisseas Zoras5, Andrew Reay Mackay4, Donatella Sarti2, Ioannis Papasotiriou6, Panagiotis Apostolou7, Marco Catarci8, Marco Clementi4, Enrico Ricevuto4,9, Gemma Bruera4,9.   

Abstract

BACKGROUND: Third line innovative systemic treatments and loco-regional chemotherapy by hypoxic pelvic perfusion (HPP) have both been proposed for the treatment of unresectable not responsive recurrent rectal cancer (URRC). In the present study, we have compared the safety and efficacy of HPP/target therapy, using drug regimens selected by liquid biopsy precision oncotherapy, to third-line systemic therapy based on tissue specimens precision oncotherapy.
METHODS: HPP/target therapy regimens were selected based on precision oncotherapy, including assays for chemosensitivity and viability, and qRT-PCR for tumor-related gene expression. In the control group, systemic third-line and further lines of therapy were defined according to clinical and biological parameters.
RESULTS: From 2007 to 2019, 62 URRC patients were enrolled, comprised of 43 patients in the HPP/target-therapy group and 19 patients in the systemic therapy control group. No HPP related complications were reported and the most common adverse events were skin and bone marrow toxicity. In the HPP/target-therapy group, the ORR was 41.8% whereas in the systemic therapy control group was 15.8%. DCR of the HPP/target-therapy group was significantly improved over the systemic therapy group (P = 0.001), associated with a PFS of 8 vs 4 months (P = 0.009), and OS of 20 vs 8 months (P = 0.046).
CONCLUSIONS: The present data indicate that in URCC patients, the integration of HPP/target-therapy and precision oncotherapy based upon liquid biopsy is as effective and efficacious as third-line treatment in local disease control and, therefore, deserves to be further assessed and compared to conventional systemic treatments in future prospective randomized trials.

Entities:  

Keywords:  Liquid biopsy; Perfusion; Precision oncotherapy; Rectal cancer; Recurrence

Year:  2019        PMID: 31620896      PMCID: PMC6942036          DOI: 10.1007/s00432-019-03046-3

Source DB:  PubMed          Journal:  J Cancer Res Clin Oncol        ISSN: 0171-5216            Impact factor:   4.553


Introduction

Local rectal cancer recurrences have reduced over the last 20 years but the results of treatment remain unsatisfactory (Lee et al. 2017). In tertiary centers, approximately 50% of locally recurrent rectal cancers are considered eligible for multidisciplinary treatments including extensive “ultra-radical resection”, intraoperative and/or external irradiation, peri-operative systemic chemotherapy and targeted-therapy but population-based studies indicate that only 35% of patients undergo tumor resection (Lee et al. 2017; Westberg et al. 2019). Standard treatments for unresectable recurrent rectal cancer (URRC) include systemic chemo and radiotherapy but approximately 50% of patients do not respond (van Zoggel et al. 2018; Susko et al. 2016). Furthermore, 60% of patients in progression after first-line intensive systemic chemotherapy do not respond to second-line systemic therapy (Bruera et al. 2014). Currently, only Japanese guidelines for the treatment of colorectal cancer include locoregional therapy as a third-line therapy for these patients (Watanabe et al. 2018), and this is only offered in a few specialists centers (Bonvalot et al. 2012). Hypoxic pelvic perfusion (HPP) is a locoregional complex and multidisciplinary procedure, performed by surgeons, oncologists, radiologists and perfusionists, during which the pelvic circulation is isolated by blocking blood flow in the aorta and inferior vena cava with balloon catheters, and at thigh-level with pneumatic cuffs (Bonvalot et al. 2012; Guadagni et al. 2006; Guadagni et al. 2007; Guadagni et al. 2001; Guadagni et al. 2017; Varker and Wanebo 2010). The rational for HPP is based upon the possibility to expose tumors to higher drug concentrations and enhance the cytotoxicity of some chemotherapeutic agents by introducing conditions of hypoxia (Guadagni et al. 2006; Guadagni et al. 2007). Non-homogeneous and non-comparable studies of HPP efficacy in URRC patients, unresponsive to systemic chemotherapy and/or radiotherapy, have reported median survival times, ranging from 10 to 20 months (Begossi et al. 2008; Murata et al. 2014). To improve the efficacy of locoregional HPP chemotherapy and post-HPP treatment, precision oncotherapy and chemosensitivity tests (Yoon and Kim 2014) employing tissue specimens are under investigation, in accordance with American Society of Clinical Oncology (ASCO) and European Society for Medical Oncology (ESMO) recommendations (Sepulveda et al. 2017). Liquid biopsy has also been validated and approved by the USA Food and Drug Administration (FDA), as a useful prognostic method in various cancers (Karachaliou et al. 2015). It remains to be determined, however, whether liquid biopsy will become the mainstay in oncology practice (Hench et al. 2018). Here, we present a retrospective study of URRC, in progression after two lines of systemic chemotherapy and radiotherapy, that evaluates and compares safety and efficacy in URCC patients subjected to HPP and target therapy, using different drug regimens based on precision oncotherapy, to a URRC patient control group treated with third and subsequent line systemic therapy selected by tissue specimens precision oncotherapy.

Methods

This retrospective URRC patient study was performed at the University of L’Aquila, L’Aquila, Italy, after approval from the Ethics committee of ASL n.1, Abruzzo, Italy; Chairperson: G. Piccioli; protocol number 10/CE/2018; date of approval: 19 July, 2018 (n.1419), and included patients with unresectable disease with a predictable course. All patients received complete information about their disease and the implications of the proposed palliative treatment, in accordance with the Declaration of Helsinki and ethical standards of the L’Aquila University committee on human experimentation, and written consent was obtained.

Patients eligibility

Patient eligibility criteria were as follows: (i) histological diagnosis of adenocarcinoma of the rectum; (ii) diagnosis of unresectable recurrent rectal cancer, defined by pelvic side-wall involvement, and/or growth into the sciatic notch, and/or involvement of the first and/or second sacral vertebra, and/or encasement of the bladder or iliac vessels; (iii) an increase in recurrent tumor size for at least 3 months following radiation or systemic chemotherapy; (iv) a performance status of 0–3 based upon the Eastern Cooperative Oncology Group (ECOG) scale; (v) a leukocyte count > 2500 cells/mm3 and platelet count > 50,000 cells/mm3; (vi) a serum creatinine concentration of ≤ 1.2 mg/dl; (vii) absence of liver failure, deep venous thrombosis, severe atherosclerosis or coagulopathy, and (viii) disease progression after two lines of systemic chemotherapy.

Patients characteristics

From 2007 to 2019, 62 URRC patients, with disease progression following two lines of systemic chemotherapy and radiotherapy, were enrolled in this study. The HPP/target therapy group was comprised of 43 patients treated with different drug regimens selected by liquid biopsy precision oncotherapy and a control group of 19 patients treated with conventional systemic therapy, according to fitness, age, performance status (PS), and comorbidity status. Patient selection for HPP/target or systemic therapy was decided by the medical oncologist and not by patient refusal or lack of eligibility criteria. Patient demographic and baseline data are displayed in Table 1 and recurrences were subdivided into three groups, using a modification of Yamada’s classification: (Yamada et al. 2001) (i) localized (including also cases with invasion of uterus, vagina, bladder, prostate, and seminal vesicles), (ii) sacral and (iii) lateral groups. Pain, tiredness, loss of appetite and severity burden was moderate to severe for all 62 patients, based upon the Eastern Cooperative Oncology Group (ECOG) classification (approximately 65% ECOG 3) (Bruera et al. 1991).
Table 1

Characteristics of the 62 URRC patients submitted to HPP/target-therapy or systemic therapy

All patients (n = 62)HPP/target-therapy cohort (n = 43)Systemic therapy cohort (n = 19)P value (test)
Gender
 Male4026140.32, ns
 Female22175(Student t)
Age (years, median/IQR) at the 1st treatment of the 3rd line62/56–6860/55–6765/58–680.07, ns, (Mann–Whitney)
Previous treatments of primary tumor
 Neo-adjuvant chemo/RT8620.71, ns, (Chi square)
 Abdominoperineal resection322390.66, ns, (Chi square)
 Low anterior resection3020100.66, ns, (Chi square)
 Adjuvant chemo/RT261970.59, ns, (Chi square)
Previous treatments of recurrence
 Systemic therapy624319
  Chemotherapy624319
   Fluorouracil614318
   Oxaliplatin614318
   Irinotecan624319
   Capecitabine10731.00, ns, (Fisher exact)
  Targeted-therapy5840181.00, ns, (Fisher exact)
   Cetuximab181260.77, ns, (Fisher exact)
   Bevacizumab5234180.15, ns, (Fisher exact)
 RT181440.54, ns, (Fisher exact)
 Surgery151320.12, ns, (Fisher exact)
Yamada’s modified classification (Yamada et al. 2001)
 Localizeda13940.88, ns, (Chi square)
 Sacral372512
 Lateral1293
Other metastatic sites
 Not251960.35, ns, (Student’t)
 Yes372413
Eastern Cooperative Oncology Group (ECOG)
 110730.88, ns, (Chi square)
 21293
 3402713
Interval time from URRC diagnosis and the 1st treatment of the 3rd line (months, median/IQR)14/12–1915/13–1814/9–350.44, ns, (Mann–Whitney)
Number of cycles of the 3rd line (mean/SD)2.58/1.102.44/1.072.89/1.140.13, ns, (Student’t)

Chemo/RT systemic chemotherapy/radiotherapy, IQR interquartile range, SD standard deviation, URRC unresectable recurrent rectal cancer, ns not significant

aThis group included cases with invasion of uterus, vagina, bladder, prostate, seminal vesicles

Characteristics of the 62 URRC patients submitted to HPP/target-therapy or systemic therapy Chemo/RT systemic chemotherapy/radiotherapy, IQR interquartile range, SD standard deviation, URRC unresectable recurrent rectal cancer, ns not significant aThis group included cases with invasion of uterus, vagina, bladder, prostate, seminal vesicles

HPP techniques

Surgical and percutaneous HPPs were performed as previously described (Fig. 1) (Guadagni et al. 2017). Surgical approach was preferred for all patients and percutaneous for patients submitted to more than three perfusions. During femoral vessels surgical preparation, the venous balloon catheter was introduced in the femoral vein via saphenous vein to reduce the risk of femoral vein thrombosis. In patients exhibiting femoral vessel fibrosis, requiring two or three repeated perfusions, the surgical approach was achieved by exposing iliac vessels. Percutaneous perfusion was not performed if the diameter of the common femoral artery was ≤ 7 mm, making vessel dissection risky.
Fig. 1

Schematic representation of hypoxic pelvic perfusion (HPP) with chemofiltration (surgical and percutaneous procedures)

Schematic representation of hypoxic pelvic perfusion (HPP) with chemofiltration (surgical and percutaneous procedures)

Liquid biopsy, chemoresponse assay, and tumor gene expression

For each patient, blood samples (≈ 20 ml) were collected in sterile 50 ml Falcon tubes (4440100, Orange Scientific, Braine-l’Alleud, Belgium), containing 7 ml of 0.02 M EDTA anticoagulant (E0511.0250, Duchefa Biochemie B.V., Haarlem, The Netherlands), and stored at 2–8 °C. To ensure the stability and viability of circulating tumor cells (CTCs), tubes were stored on ice in impact-resistant transportation containers (Apostolou et al. 2017). For sample preparation, whole-blood was layered over 4 ml polysucrose solution (Biocoll separating solution 1077, Biochrom, Berlin, Germany) and centrifuged for 20 min at 2500×g. Mononuclear cells, lymphocytes, platelets and granulocytes were collected after centrifugation and washed with phosphate-buffered saline (PBS, P3813; Sigma-Aldrich, Germany). Cells were incubated for 10 min in lysis buffer, comprised of 154 mM NH4Cl (31107; Sigma-Aldrich), 10 mM KHCO3 (4854; Merck, Germany) and 0.1 mM EDTA in deionized water, to lyse erythrocytes. Samples were centrifuged, washed in PBS and incubated with CD45-conjugated magnetic beads (39-CD45-250; Gentaur, Belgium), and pan-cytokeratin (pan-CK)-conjugated microbeads (MA1081-M; Gentaur), at 4 °C for 30 min. Following incubation, cells were collected in a magnetic field and washed in PBS. Purified CD45-negative/pan-cytokeratin positive cells were cultured in 12-well plates (4430400N; Orange Scientific) in RPMI-1640 plus 10% FBS for chemosensitivity, viability and qRT-PCR assays. Peripheral blood mononuclear cells (PBMCs) were purified and used as non-cancer cell controls. Circulating tumor cells (CTCs) were validated by RT-PCR, using specific primers for CK19 and panCK, and other cell types excluded using primers for CD31 and N-cadherin. Samples for chemosensitivity and gene expression assays contained ≥ 5 viable circulating tumor cells/ml. For chemosensitivity assays (Apostolou et al. 2013), cells cultured in 12-well plates (3513, Corning) were treated with the following drug concentrations: 1 μM melphalan (Μ2011, Sigma-Aldrich), 1 μM doxorubicin (D1515, Sigma-Aldrich), 1 μM cisplatin (P4394, Sigma-Aldrich), 10 μM 5-fluorouracil (F6627, Sigma-Aldrich), 3 μM oxaliplatin (O9512, Sigma-Aldrich), 1 μM carboplatin (41575-94-4, Sigma-Aldrich), 5 μM irinotecan (I1406, Sigma-Aldrich), 1 μM raltitrexed (112887-68-0, Sigma-Aldrich) and 2 μM mitomycin C (M4287, Sigma-Aldrich). Cell viability was assessed by flow cytometry at 24-h intervals, for 6 days, using Annexin V-PE (559763; BD Bioscience). Living, dead and apoptotic cells were identified by flow cytometry (BD Instruments Inc., San José, CA, USA), using BD CellQuest Software (BD Instruments Inc). Validation of cell viability was also assessed using methyl-tetrazolium dye (MTT), crystal violet dye (CVE) and Sulfo-Rodhamine B (SRB) assays. The percentage of non-viable cancer cells was calculated under non-drug and drug-treated conditions, and chemosensitivity classified as: (1) non sensitivity < 35%; (2) partial sensitivity 35–80%, and (3) high sensitivity > 80%. Gene expression was assessed by QRT-PCR (Apostolou et al. 2019). RNAs were purified from cultured cells, using the RNeasy Mini Kit (74105, Qiagen, Hilden, Germany) and 1 µg reverse transcribed using a PrimeScript RT Reagent Kit (RR037A, Takara, Beijing, China). Real-time qPCR, with KAPA SYBR Fast Master Mix (2×) Universal (KK4618, KAPA Biosystems, MA, USA), was performed in a final volume of 20 μl, using specific primers for epidermal growth factor receptor (EGFR), vascular endothelial growth factor receptor (VEGFR), Kirsten rat sarcoma virus (KRAS), neuroblastoma RAS viral oncogene homolog (NRAS), v-Raf murine sarcoma viral oncogene homolog B gene (BRAF) and reference gene 18SrRNA, designed using Beacon Designer 8, and for multidrug resistance gene-ABCB1 gene (MDR1), thymidylate synthase (TYMS), dihydrofolate reductase (DHFR), serine hydroxymethyltransferase 1 (SHMT1), DNA excision repair protein (ERCC1), glutathione S-transferases (GST), using Genamics Expression 1.1 software (Genamics, Hamilton, New Zealand). All primers were evaluated by BLAST for specificity. Following denaturation at 95 °C for 2 min, cDNAs were subjected to 45 PCR cycles, consisting of denaturation at 95 °C for 10 s, annealing at 59 °C for 30 s and elongation at 72 °C for 60 s. Melting-curve analysis was performed from 70 to 90 °C, with 0.5 °C increments for 5 s, at each step. Template-free and negative controls were used in all experiments. All reactions were performed in triplicate and analyzed by Livak relative quantification (Livak and Schmittgen 2001). Gene expression was also performed using normal PBMCs from each patient, as controls in Livak analyses, and quantified using the following equations: Comparative % gene expression in CTCs and PBMCs was classified as: (1) < 50% low over-expression; (2) > 50% high over-expression. A detailed description of the gene expression panel analyzed in this study was more recently reported (Apostolou et al. 2019).

Drug regimens

In the HPP/target-therapy cohort, drug regimens were chosen according to the following criteria: (i) mono-chemotherapy for CTCs with high sensitivity for one or more drug, with highest chemosensitivity indicating which drug; (ii) poly-chemotherapy was chosen for CTCs with partial sensitivity; (iii) for target-therapy, drug selection was based on high over-expression in comparative CTC/PBMC assays, with the highest percentage used to select each drug. Specifically, in HPP/target-therapy cohort, tumor gene expression analysis suggested the use of cetuximab in case of EGFR expression or bevacizumab in case of VEGFR expression. One of these target-therapy drugs was administered when comparative % gene expression between CTCs and PBMCs was > 50%, chosen based on the highest overexpression level. Individual tailored chemotherapy and target-therapy regimens administered to the 43 patient HPP/target-therapy cohort are reported in Table 2, and drug concentrations were chosen from previous phase I and II studies of locoregional chemotherapy for advanced colorectal cancer (Guadagni et al. 2018; Iaffaioli et al. 2006; Fiorentini et al. 2005).
Table 2

Precision oncotherapy tests of the 43 patients submitted for HPP, tailored chemotherapy and post-HPP targeted-therapy

PtIV-CTCs (/ml)5-FUOxaliplatinIrinotecanMitomycinDoxorubicinCisplatinAlkeranCarboplatinRaltitrexedTC
Part A
 114.8S = 70%S = 75%S = 70%S = 82%S = 19%S = 70%S = 25%S = 70%S = 60%MMC (25 mg/m2)
 28.9S = 65%S = 70%S = 82%S = 80%S = 24%S = 65%S = 24%S = 80%S = 70%

MMC (25 mg/m2)

IRI (100 mg/m2)

 315.3S = 65%S = 70%S = 60%S = 80%S = 22%S = 65%S = 23%S = 60%S = 45%

MMC (25 mg/m2)

OX (80 mg/m2)

 412.2S = 48%S = 61%S = 48%S = 82%S = 23%S = 70%S = 23%S = 47%S = 28%MMC (25 mg/m2)
 516.2S = 70%S = 72%S = 42%S = 45%S = 20%S = 62%S = 56%S = 57%S = 60%

5-FU (1000 mg/m2)

OX (80 mg/m2)

 67.5S = 62%S = 75%S = 80%S = 58%S = 22%S = 55%S = 20%S = 70%S = 38%

OX (80 mg/m2)

IRI (100 mg/m2)

 79S = 53%S = 55%S = 35%S = 85%S = 35%S = 55%S = 23%S = 45%S = 20%MMC (25 mg/m2)
 815.1S = 55%S = 83%S = 60%S = 20%S = 25%S = 60%S = 20%S = 62%S = 50%OX (80 mg/m2)
 98.3S = 55%S = 60%S = 45%S = 80%S = 24%S = 50%S = 40%S = 50%S = 20%MMC (25 mg/m2)
 108.4S = 40%S = 85%S = 50%S = 20%S = 20%S = 50%S = 22%S = 55%S = 55%OX (80 mg/m2)
 118.3S = 50%S = 80%S = 65%S = 60%S = 40%S = 60%S = 20%S = 55%S = 20%OX (80 mg/m2)
 128.4S = 60%S = 65%S = 60%S = 81%S = 24%S = 65%S = 24%S = 65%S = 60%MMC (25 mg/m2)
 1315.2S = 60%S = 60%S = 40%S = 85%S = 20%S = 60%S = 45%S = 50%S = 20%MMC (25 mg/m2)
 149.8S = 38%S = 35%S = 41%S = 91%S = 30%S = 60%S = 49%S = 50%S = 10%MMC (25 mg/m2)
 156.9S = 55%S = 65%S = 40%S = 85%S = 24%S = 55%S = 24%S = 60%S = 25%MMC (25 mg/m2)
 169.7S = 60%S = 62%S = 65%S = 83%S = 65%S = 68%S = 22%S = 65%S = 60%MMC (25 mg/m2)
 176.9S = 35%S = 42%S = 50%S = 80%S = 35%S = 55%S = 65%S = 48%S = 40%MMC (25 mg/m2)
 189.8S = 60%S = 62%S = 42%S = 75%S = 23%S = 60%S = 65%S = 60%S = 28%MMC (25 mg/m2)
 198.4S = 50%S = 75%S = 50%S = 80%S = 20%S = 45%S = 35%S = 60%S = 70%

MMC (25 mg/m2)

OX (80 mg/m2)

RAL (3 mg/m2)

 2012.2S = 58%S = 62%S = 40%S = 70%S = 20%S = 70%S = 25%S = 45%S = 70%

MMC (25 mg/m2)

CIS (70 mg/m2)

RAL (3 mg/m2)

 218.3S = 25%S = 80%S = 70%S = 80%S = 24%S = 40%S = 20%S = 42%S = 20%

MMC (25 mg/m2)

OX (80 mg/m2)

IRI (100 mg/m2)

 227.5S = 50%S = 50%S = 50%S = 80%S = 25%S = 65%S = 60%S = 55%S = 70%

MMC (25 mg/m2)

RAL (3 mg/m2)

 236.9S = 25%S = 55%S = 45%S = 80%S = 30%S = 50%S = 65%S = 45%S = 75%

MMC (25 mg/m2)

RAL (3 mg/m2)

 2415.1S = 35%S = 50%S = 50%S = 50%S = 35%S = 45%S = 70%S = 75%S = 50%

ALK (30 mg/m2)

CAR (100 mg/m2)

 2516.3S = 40%S = 55%S = 50%S = 60%S = 30%S = 45%S = 75%S = 75%S = 25%

ALK (30 mg/m2)

CAR (100 mg/m2)

 268.9S = 45%S = 70%S = 20%S = 25%S = 20%S = 60%S = 30%S = 60%S = 10%OX (80 mg/m2)
 2716.2S = 31%S = 65%S = 20%S = 52%S = 72%S = 41%S = 25%S = 55%S = 20%

DOX (35 mg/m2)

OX (80 mg/m2)

 289.4S = 40%S = 45%S = 50%S = 70%S = 22%S = 45%S = 24%S = 65%S = 70%

MMC (25 mg/m2)

RAL (3 mg/m2)

 299.8S = 50%S = 50%S = 45%S = 70%S = 24%S = 40%S = 60%S = 50%S = 70%

MMC (25 mg/m2)

RAL (3 mg/m2)

 3010S = 45%S = 70%S = 45%S = 75%S = 20%S = 60%S = 50%S = 45%S = 30%

OX (80 mg/m2)

MMC (25 mg/m2)

 319.5S = 40%S = 70%S = 48%S = 70%S = 35%S = 55%S = 45%S = 55%S = 20%

OX (80 mg/m2)

MMC (25 mg/m2)

 328.9S = 50%S = 75%S = 50%S = 75%S = 24%S = 60%S = 25%S = 60%S = 30%

OX (80 mg/m2)

MMC (25 mg/m2)

 3316.2S = 45%S = 60%S = 45%S = 80%S = 35%S = 60%S = 30%S = 65%S = 25%MMC (25 mg/m2)
 347.5S = 60%S = 50%S = 45%S = 80%S = 20%S = 65%S = 45%S = 60%S = 10%MMC (25 mg/m2)
 358.9S = 50%S = 60%S = 35%S = 82%S = 35%S = 40%S = 20%S = 55%S = 30%MMC (25 mg/m2)
 366.9S = 60%S = 60%S = 50%S = 75%S = 20%S = 55%S = 25%S = 45%S = 10%MMC (25 mg/m2)
 3716.3S = 50%S = 55%S = 20%S = 82%S = 35%S = 50%S = 30%S = 47%S = 30%MMC (25 mg/m2)
 388.9S = 65%S = 45%S = 20%S = 80%S = 24%S = 45%S = 20%S = 60%S = 20%MMC (25 mg/m2)
 3914.8S = 50%S = 55%S = 30%S = 75%S = 35%S = 50%S = 20%S = 50%S = 30%MMC (25 mg/m2)
 406.9S = 40%S = 65%S = 25%S = 80S = 40%S = 35%S = 25%S = 40%S = 22%MMC (25 mg/m2)
 419.4S = 50%S = 50%S = 35%S = 85%S = 20%S = 41%S = 45%S = 50%S = 30%MMC (25 mg/m2)
 4216.2S = 50%S = 60%S = 35%S = 80%S = 20%S = 50%S = 23%S = 60%S = 30%MMC (25 mg/m2)
 439.8S = 55%S = 55%S = 20%S = 82%S = 24%S = 40%S = 30%S = 60%S = 25%MMC (25 mg/m2)

Pt patient, IV-CTCS isolated viable circulating tumor cells, 5-FU 5 fluorouracil, MMC mitomycin, IRI irinotecan, OX oxaliplatin, RAL raltitrexed, CAR carboplatin, DOX doxorubicin, ALK alkeran, TC tailored chemotherapy, TT target-therapy, S sensitivity, E gene expression, NM no mutations, MT mutated type, 12e2 codon 12 of exon 2, 61e3 codon 61 of exon 3, CET cetuximab, BEV bevacizumab, EGFR epidermal growth factor receptor, VEGFR vascular endothelial growth factor receptor, KRAS Kirsten rat sarcoma virus, NRAS neuroblastoma RAS viral oncogene homolog, BRAF v-Raf murine sarcoma viral oncogene homolog B gene, MDR1 multidrug resistance gene (ABCB1 gene), TYMS thymidylate synthase gene, DHFR dihydrofolate reductase, ERCC1 DNA excision repair protein, GST glutathione S-transferases

Precision oncotherapy tests of the 43 patients submitted for HPP, tailored chemotherapy and post-HPP targeted-therapy MMC (25 mg/m2) IRI (100 mg/m2) MMC (25 mg/m2) OX (80 mg/m2) 5-FU (1000 mg/m2) OX (80 mg/m2) OX (80 mg/m2) IRI (100 mg/m2) MMC (25 mg/m2) OX (80 mg/m2) RAL (3 mg/m2) MMC (25 mg/m2) CIS (70 mg/m2) RAL (3 mg/m2) MMC (25 mg/m2) OX (80 mg/m2) IRI (100 mg/m2) MMC (25 mg/m2) RAL (3 mg/m2) MMC (25 mg/m2) RAL (3 mg/m2) ALK (30 mg/m2) CAR (100 mg/m2) ALK (30 mg/m2) CAR (100 mg/m2) DOX (35 mg/m2) OX (80 mg/m2) MMC (25 mg/m2) RAL (3 mg/m2) MMC (25 mg/m2) RAL (3 mg/m2) OX (80 mg/m2) MMC (25 mg/m2) OX (80 mg/m2) MMC (25 mg/m2) OX (80 mg/m2) MMC (25 mg/m2) Pt patient, IV-CTCS isolated viable circulating tumor cells, 5-FU 5 fluorouracil, MMC mitomycin, IRI irinotecan, OX oxaliplatin, RAL raltitrexed, CAR carboplatin, DOX doxorubicin, ALK alkeran, TC tailored chemotherapy, TT target-therapy, S sensitivity, E gene expression, NM no mutations, MT mutated type, 12e2 codon 12 of exon 2, 61e3 codon 61 of exon 3, CET cetuximab, BEV bevacizumab, EGFR epidermal growth factor receptor, VEGFR vascular endothelial growth factor receptor, KRAS Kirsten rat sarcoma virus, NRAS neuroblastoma RAS viral oncogene homolog, BRAF v-Raf murine sarcoma viral oncogene homolog B gene, MDR1 multidrug resistance gene (ABCB1 gene), TYMS thymidylate synthase gene, DHFR dihydrofolate reductase, ERCC1 DNA excision repair protein, GST glutathione S-transferases Systemic therapeutic regimens reflected the clinical parameters of age, comorbidity and performance status, and the biological parameters of KRAS, NRAS, and BRAF status; characteristics of systemic therapeutic regimens have been previously reported in details (Bruera et al. 2018; Guadagni et al. 2019). Briefly, in systemic cohort, four patients received panitumumab (6 mg/kg), one patient received panitumumab (6 mg/kg) and irinotecan (120–160 mg/m2), two patients received cetuximab (250 mg/m2) and irinotecan (120–160 mg/m2), one patient received cetuximab (250 mg/m2), irinotecan (120–160 mg/m2) and capecitabine (825 mg/m2 twice a day), two patients received aflibercpet (4 mg/kg), two patients received raltitrexed (3 mg/m2), two patients received regorafenib (80–160 mg), two patients received bevacizumab (5 mg/kg) and 5-fluorouracil (750–900 mg/m2 day), one patient received oxaliplatin (70–80 mg/m2) and cetuximab (250 mg/m2), one patient received oxaliplatin (70–80 mg/m2) and 5-fluorouracil (750–900 mg/m2 day), one patient received capecitabine (825 mg/m2 twice a day). Treatment was discontinued in case of progressive disease, worsening of general conditions, severe adverse events, or patient withdrawal. Cetuximab in both cohorts and panitumumab in systemic cohort were administered according to the following conditions: EGFR overexpression; absence of mutations in KRAS and NRAS exon 2 codons 12 and 13, exon 3 codons 59 and 61 and, and exon 4 codons 117 and 146, in recurrent cancer cells or primary tumor tissues (Sepulveda et al. 2017).

Criteria for responses and adverse events

Tumor responses were assessed in accordance with Response Evaluation Criteria in Solid Tumors (RECIST version 1.1), at 30–45 days following each loco-regional chemotherapy treatment (Eisenhauer et al. 2009). The response of patients treated prior to 2009, was re-classified retrospectively. Responses were evaluated by CT and Magnetic Resonance Imaging (MRI), and Position-emission Tomography (PET) added where applicable. Adverse events were evaluated in accordance with the Common Terminology Criteria for Adverse Events of the National Cancer Institute (CTCAE v4.03).

Statistical analysis

Statistical analyses were performed using STATA software, version 14 (StataCorp, College Station, Texas, USA) and calculated with 95% confidence limits. Survival-rates were estimated using the Kaplan–Meier product limit estimator and no patients were lost during follow-up. Survival times were stratified according to clinical variables that may affect survival, and log-rank tests were used to assess significant differences between groups. Hazard ratios were estimated using a proportional hazard Cox regression model. Progression-free survival-time (PFS) was calculated from the initial treatment of the 3rd line. Overall survival (OS) was calculated from the initial treatment of the 3rd line to death or end of follow-up. RRC overall survival (RRC-OS) was calculated from diagnosis of RRC to death or end of follow-up.

Results

Sixty-two patients underwent 102 HPP treatments and 55 cycles of systemic therapy. No technical, hemodynamic or vascular complications were detected during HPP procedures. There were no perfusion-related postoperative deaths and femoral cannulation was possible in all cases. Procedure-related complications and toxicities are reported in Table 3. Hematological grade 3 toxicity was identified in 8% and grade 2–3 skin toxicity detected in 24% of patients.
Table 3

Procedure-related complications and toxicities detected in 62 patients with URCC in progression after two lines of systemic chemotherapy and radiotherapy

GradeAll patients (n = 62)HPP/target-therapy group (n = 43)Systemic therapy group (n = 19)
Part A: procedure-related complications
 Persistent leakage of fluid from the incision1220
 Seroma1220
 Wound infection1110
 Scrotum edema1110
 Pelvic pain1211
 Inguinal hematoma1110
 Port-a-cath infection2202
Part B: procedure-related toxicities
 Bone marrow hypocellularity11055
2000
3532
 Platinum-induced neurotoxicity2532
 Alopecia2220
 Nausea and vomiting1642
 Diarrhea1303
2404
 Mucositis3101
 Fatigue1505
2321
 Skin toxicity11082
21486
3101
Procedure-related complications and toxicities detected in 62 patients with URCC in progression after two lines of systemic chemotherapy and radiotherapy

Tumor responses

Tumor responses, considering the first two treatments for both groups, evaluated according to RECIST 1.1, are reported in Table 3. In the HPP/target-therapy group, 18/43 (41.8%) exhibited a partial response (PR), 24/43 (55.8%) stable disease (SD), and 1/43 (2.4%) exhibited disease progression (PD). The objective response rate (ORR) in this group was 41.8% and disease control rate (DCR) was 97.7%. In the systemic therapy control group, 3/19 (15.8%) exhibited PR, 5/19 (26.3%) SD, and 11/19 (57.9%) PD. The ORR and DCR in this group were 15.8 and 42.1%, respectively. The HPP/target-therapy group exhibited a significantly higher DCR compared to the systemic therapy control group (Fisher exact test, P = 0.001). Six of the 27 (22%) HPP-treated patients presenting with PS3, improved to PS2.

Survival

The median follow-up time from URRC diagnosis to death or end of follow-up was 33.5 (IQR 25–40) months. By the end of follow-up, only 1 (2.3%) HPP/target therapy patient and 1 (5.3%) systemic therapy control patient were still alive. Kaplan–Meier survival analysis indicated significant differences in PFS and OS, characterized by a significant increase in median PFS (from first treatment of the third line) of 8 (IQR 6–12) months in the HPP/target therapy group compared to 4 (IQR 4–9) months in the systemic therapy control group (P = 0.009) (Fig. 2a), and a significant increase in median OS (from first treatment of the third line) in the HPP/target therapy group of 20 (IQR 11–21) months compared to 8 (IQR 4–17) months (P = 0.046) in the systemic therapy control group (Fig. 2b).
Fig. 2

Kaplan–Meier survival estimates in 62 URRC patients from first treatment of the third line to end of follow-up: a progression free survival; b overall survival

Kaplan–Meier survival estimates in 62 URRC patients from first treatment of the third line to end of follow-up: a progression free survival; b overall survival Cox univariate and multivariate analysis identified several prognostic factors for PFS and OS. Univariate analysis demonstrated that the third line treatment modality, modified Yamada’s classification (Yamada et al. 2001), other metastatic sites and ECOG PS, were significantly associated with PFS (Table 4, Part A). Of these, the third line treatment modality modified Yamada’s classification (Yamada et al. 2001), and ECOG PS were confirmed to be independent predictive factors for PFS, by multivariate analysis (Table 5, Part A). Univariate analysis (Table 4, Part B) also demonstrated that the third line treatment modality, age > 60 years, modified Yamada’s classification (Yamada et al. 2001), other metastatic sites, and ECOG PS, were associated with OS (P < 0.10), of which the third line treatment modality, age ≤ 60 years and modified Yamada’s classification (Yamada et al. 2001) were confirmed by multivariate analysis to be independent predictive factors for OS (Table 5, Part B).
Table 4

Univariate analysis, Part A: progression free survival (PFS) times from first treatment of the third line to death or last contact, in 62 URRC patients in progression after two lines systemic chemotherapy and radiotherapy

Variables (number of patients)Median (months)/IQRLog-Rank χ2P valueHR (95% CI)P value
Part A: progression free survival
Third line treatment
 Systemic therapy control group (n = 19)4/4–91.939 (1.117–3.365)0.019
 HPP/target therapy group (n = 43)8/6–126.760.009
Gender
 Male (n = 40)7.5/4–101.230 (0.717–2.111)0.451 (ns)
 Female (n = 22)7/6–100.670.412 (ns)
Age
 ≤ 60 (n = 29)7/6–100.870 (0.521–1.452)0.596 (ns)
 > 60 (n = 33)8/4–90.330.564 (ns)
Yamada’ s modified classification (Yamada et al. 2001)
 Localized* (n = 13)11/8–18
 Sacral (n = 37)7/5–92.271 (1.126–4.580)0.022
 Lateral (n = 12)5/2.5–621.920.0016.675 (2.679–16.629)0.001
Other sites of metastases
 Yes (n = 37)7/4–91.645 (0.964–2.806)0.068 (ns)
 Not (n = 25)8/5–144.000.045
ECOG
 1 (n = 10)14.5/9–21
 2 (n = 12)8.5/6.5–12.5
 3 (n = 40)6/4–815.860.0011.931 (1.342–2.778)0.001
Target-therapy
 Yes (n = 38)7.5/5–121.198 (0.708–2.025)0.500 (ns)
 Not (n = 24)6.5/5–8.50.530.464 (ns)
Part B: survival
Third line treatment
 Systemic therapy control group (n = 19)8/4–171.703 (0.965–3.005)0.066 (ns)
 HPP/target therapy group (n = 43)20/11–213.980.046
Gender
 Male (n = 40)13/8.5–211.346 (0.785–2.307)0.280 (ns)
 Female (n = 22)15/11–221.350.245
Age
 ≤ 60 (n = 29)12/10–201.953 (1.125–3.389)0.017
 > 60 (n = 33)20/9–226.760.009
Yamada’ s modified classification (Yamada et al. 2001)
 Localized* (n = 13)22/21–29
 Sacral (n = 37)12/9–212.382 (1.218–4.655)0.011
 Lateral (n = 12)11.5/5–1315.340.0014.738 (1.993–11.262)0.001
Other sites of metastases
 Yes (n = 37)12/8–201.635 (0.963–2.774)0.068 (ns)
 Not (n = 25)21/11–223.890.048
ECOG
 1 (n = 10)21/9–32
 2 (n = 12)21.5/17–25
 3 (n = 40)11/8.5–18.516.190.0012.127 (1.372–3.298)0.001
Target-therapy
 Yes (n = 38)14/10–21
 Not (n = 24)11.5/9–210.010.9131.023 (0.604–1.7480.919 (ns)

Patients were stratified according to third-line treatment modality, gender, age, Yamada’s modified classification, other metastatic sites, and ECOG. Part B: survival times

* Including also cases with invasion of uterus, vagina, bladder, prostate, and seminal vesicles

Table 5

Multivariate analysis, Part A: progression free survival (PFS) variables. Part B: survival (OS) variables

Variables (number of patients)HR (95% CI)P value
Part A: progression free survival
Third line treatment
 Systemic therapy control group (n = 19)2.182 (1.132–4.204)0.020
 HPP/target therapy group (n = 43)
Yamada’ s modified classification (Yamada et al. 2001)
 Localized* (n = 13)
 Sacral (n = 37)2.569 (1.061–6.222)0.036
 Lateral (n = 12)8.703 (2.535–29.872)0.001
Other sites of metastases
 Yes (n = 37)0.783 (0.398–1.542)0.481 (ns)
 Not (n = 25)
ECOG
 1 (n = 10)
 2 (n = 12)
 3 (n = 40)1.492 (1.003–2.220)0.048
Part B: survival
Third line treatment
 Systemic therapy control group (n = 19)4.393 (1.992–9.684)0.001
 HPP/target therapy group (n = 43)
Age
 ≤ 60 (n = 29)2.360 (1.317–4.229)0.004
 > 60 (n = 33)
Yamada’ s modified classification (Yamada et al. 2001)
 Localized* (n = 13)
 Sacral (n = 37)5.306 (1.861–15.126)0.002
 Lateral (n = 12)11.086 (2.847–43.155)0.001
Other sites of metastases
 Yes (n = 37)1.487 (0.916–2.413)0.108 (ns)
 Not (n = 25)
ECOG
 1 (n = 10)
 2 (n = 12)
 3 (n = 40)0.827 (0.417–1.636)0.586 (ns)

* Including also cases with invasion of uterus, vagina, bladder, prostate, and seminal vesicles

Univariate analysis, Part A: progression free survival (PFS) times from first treatment of the third line to death or last contact, in 62 URRC patients in progression after two lines systemic chemotherapy and radiotherapy Patients were stratified according to third-line treatment modality, gender, age, Yamada’s modified classification, other metastatic sites, and ECOG. Part B: survival times * Including also cases with invasion of uterus, vagina, bladder, prostate, and seminal vesicles Multivariate analysis, Part A: progression free survival (PFS) variables. Part B: survival (OS) variables * Including also cases with invasion of uterus, vagina, bladder, prostate, and seminal vesicles In this 62-patient cohort, the median OS from RRC diagnosis to death or end of follow-up (RRC-OS) was 33.5 (IQR 25–40) months. No one in the HPP/target therapy group underwent further treatment, whereas 6 (31.5%) patients in the systemic treatment control group underwent further lines of treatment.

Discussion

URRC management requires a multidisciplinary approach, involving standard systemic chemotherapy, radiotherapy and targeted therapy, with locoregional HPP considered an addition to standard approaches or as an alternative palliative option for patients unsuitable for systemic therapy. In the current report on URRC patients, we provide the first comparative evaluation, in terms of safety and efficacy, of locoregional HPP/target therapy, based upon precision oncotherapy assays of fluid biopsies, to traditional third-line systemic therapy, defined according to clinical parameters of age, comorbidity and performance status, and biological parameters of KRAS, NRAS, and BRAF status. Previously, we reported an OS of 4 months in URRC patients progressing after second-line treatments (Bruera et al. 2014), consistant with a recently reported ≈ 5 months median OS for the placebo arm of phase III trials, utilising innovative regorafenib and TAS-102 third-line treatments (Li et al. 2015; Mayer et al. 2015). These studies demonstrated an approximate PFS of 2 months and an approximate OS of 7 months for regorafenib and TAS-102, with a safety profile characterized by hand-foot skin reactions and fatigue for regorafenib, and myelosuppression for TAS-102 (Li et al. 2015; Mayer et al. 2015). The present study indicates that the HPP/target-therapy group DCR, with drug regimens selected by precision oncotherapy liquid biopsy, is potentially superior (P = 0.001) than that of systemic therapy, suggesting that regimens that combine locoregional and systemic therapy may offer better short-term control of URRC. Efficacy analyses also resulted in a significantly higher median PFS (from the first third-line treatment) for HPP/target-therapy of 8 months compared to 4 months in systemic therapy controls (P = 0.009), and the median OS (from the first third-line treatment) of 20 months for the HPP/target-therapy group was also significantly higher than that of 8 months for systemic therapy controls (P = 0.046), further indicating that URRC patients may derive significant benefit from combining locoregional and systemic therapy. Currently, precision oncotherapy and chemo-sensitivity assays are performed on tissue specimens with less invasive liquid biopsies only recently considered a viable alternative (Yoon and Kim 2014; Sepulveda et al. 2017; Karachaliou et al. 2015). The methods employed in this study for preserving and transporting CTC-containing blood samples are in line with recent reports (Qin et al. 2014; Kang et al. 2016), and the PCR-based techniques used for precision oncotherapy are in accordance with recent guidelines for colorectal cancer treatments (Kentaro et al. 2018). It was somewhat surprising that CTCs from 79% of patient exhibited moderate to high sensitivity to MMC, compared to 7% for irinotecan, 30% for oxaliplatin, 2.3% for 5-fluorouracil, 14% for raltitrexed, 4.6% for alkeran, and 4.6% for carboplatin, considering that MMC is currently recognized to be not very active against colorectal cancer cells. As concerning MMC administration, in a previous published paper (Guadagni et al. 2017) we demonstrated that the MMC maximum concentration (Cmax) in the isolated pelvic compartment of 18 patients was approximately 60 μg/ml, 100 times higher than the 2 μM concentration to which CTCs were exposed during in vitro chemosensitivity tests. Moreover, in vitro CTCs MMC chemosensitivity tests were not performed under hypoxia, and it has been demonstrated that MMC is 10 times more cytotoxic in hypoxic conditions (Teicher et al. 1981) as administered during HPP procedures. These sensitivity differences may be explained either by previous systemic chemotherapy for metastatic disease or by observations that CTCs from 35% of patients exhibited significant ERCC1 and GST over-expression (> 10%), involved in resistance to platinum compounds (Yu et al. 2009), CTCs from 34.8% of patients showed ≥ 5% TYMS, or DHFR, or SHMT1 expression, involved in resistance to 5-fluorouracil (Jensen et al. 2008; Di Paolo and Chu 2004), and CTCs from 77% of patients showed very high multi-drug resistance gene (MDR1) overexpression (≥ 65%). This illustrates the need for more dynamic evaluation of tumor samples during metastatic progression, a strong advocate for the use of less-invasive liquid biopsies that more accurately assess the current mutational status of tumors, as a pre-requisite for more accurate selection of a personalized therapeutic strategy. Safety profiling detected G2–G3 hematological toxicity in 7% of the HPP/target therapy group and 10% of the systemic therapy group, G2–G3 skin toxicity in 19% of the HPP/target therapy group and 37% of the systemic therapy group, and multivariate analysis demonstrated that the combination of locoregional and systemic treatment, age > 60 years, and localized recurrence, represent independent predictors of prolonged OS. Limitations of this study are: (i) small sample size in both cohorts; (ii) the study is retrospective and not prospective; (iii) single-center study; (iv) selection bias according to high percentage of other metastatic sites in both patients cohorts; (v) risk of selection bias because control group patients were treated with systemic therapy only and without locoregional chemotherapy; (vi) treatment bias in the experimental cohort and in the control cohort as consequence of inhomogeneous drugs regimens suggested by precision oncotherapy; (vii) the results in the experimental group could be overstated and in general the results of the study are not conclusive. In conclusion and in spite of the limitations of this study, the results in terms of safety, tolerability and prolonged local control of locoregional chemotherapy (HPP) with target-therapy drug regimens selected by liquid biopsy precision oncotherapy as third-line treatment of non-responsive URRC patients, deserve, in our opinion, further evaluation in a future prospective randomized trial as alternative to third-line systemic therapy only.
  39 in total

1.  The role of thymidylate synthase as a molecular biomarker.

Authors:  Antontello DiPaolo; Edward Chu
Journal:  Clin Cancer Res       Date:  2004-01-15       Impact factor: 12.531

2.  Patterns of pelvic invasion are prognostic in the treatment of locally recurrent rectal cancer.

Authors:  K Yamada; T Ishizawa; K Niwa; Y Chuman; S Akiba; T Aikou
Journal:  Br J Surg       Date:  2001-07       Impact factor: 6.939

3.  Comparative analysis of circulating tumor DNA stability In K3EDTA, Streck, and CellSave blood collection tubes.

Authors:  Qing Kang; N Lynn Henry; Costanza Paoletti; Hui Jiang; Pankaj Vats; Arul M Chinnaiyan; Daniel F Hayes; Sofia D Merajver; James M Rae; Muneesh Tewari
Journal:  Clin Biochem       Date:  2016-04-27       Impact factor: 3.281

4.  Hyperthermic pelvic perfusion with tumor necrosis factor-α for locally advanced cancers: encouraging results of a phase II study.

Authors:  Sylvie Bonvalot; Thierry de Baere; Jean Mendiboure; Angelo Paci; Françoise Farace; Laurence Drouard-Troalen; Laure Bonnet; Antoine Hakime; Guillaume Bonniaud; Bruno Raynard; Philippe Israel; Axel Le Cesne; Alexander M Eggermont; Agnès Laplanche; Jane Muret
Journal:  Ann Surg       Date:  2012-02       Impact factor: 12.969

5.  Molecular Biomarkers for the Evaluation of Colorectal Cancer: Guideline From the American Society for Clinical Pathology, College of American Pathologists, Association for Molecular Pathology, and American Society of Clinical Oncology.

Authors:  Antonia R Sepulveda; Stanley R Hamilton; Carmen J Allegra; Wayne Grody; Allison M Cushman-Vokoun; William K Funkhouser; Scott E Kopetz; Christopher Lieu; Noralane M Lindor; Bruce D Minsky; Federico A Monzon; Daniel J Sargent; Veena M Singh; Joseph Willis; Jennifer Clark; Carol Colasacco; R Bryan Rumble; Robyn Temple-Smolkin; Christina B Ventura; Jan A Nowak
Journal:  Arch Pathol Lab Med       Date:  2017-02-06       Impact factor: 5.534

6.  Negative-balance isolated pelvic perfusion in patients with incurable symptomatic rectal cancer: results and drug dose correlation to adverse events.

Authors:  Satoru Murata; Shiro Onozawa; Chol Kim; Hiroyuki Tajima; Ryoji Kimata; Eiji Uchida; Shin-Ichiro Kumita
Journal:  Acta Radiol       Date:  2013-10-05       Impact factor: 1.990

Review 7.  Pelvic perfusion for advanced colorectal cancers.

Authors:  Giovanni Begossi; James F Belliveau; Harold J Wanebo
Journal:  Surg Oncol Clin N Am       Date:  2008-10       Impact factor: 3.495

8.  Mitomycin C hypoxic pelvic perfusion for unresectable recurrent rectal cancer: pharmacokinetic comparison of surgical and percutaneous techniques.

Authors:  Stefano Guadagni; Giammaria Fiorentini; Marco Clementi; Paola Palumbo; Andrea Mambrini; Francesco Masedu
Journal:  Updates Surg       Date:  2017-08-08

Review 9.  Advances in surgical management for locally recurrent rectal cancer: How far have we come?

Authors:  Daniel Jin-Keat Lee; Peter M Sagar; Gaitri Sadadcharam; Kok-Yang Tan
Journal:  World J Gastroenterol       Date:  2017-06-21       Impact factor: 5.742

10.  Evaluation of a simple method for storage of blood samples that enables isolation of circulating tumor cells 96 h after sample collection.

Authors:  Panagiotis Apostolou; Dimitrios-Athanasios Ntanovasilis; Ioannis Papasotiriou
Journal:  J Biol Res (Thessalon)       Date:  2017-09-25       Impact factor: 1.889

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1.  Circulating tumour cell gene expression and chemosensitivity analyses: predictive accuracy for response to multidisciplinary treatment of patients with unresectable refractory recurrent rectal cancer or unresectable refractory colorectal cancer liver metastases.

Authors:  Andrew R Mackay; Marco Clementi; Stefano Guadagni; Francesco Masedu; Giammaria Fiorentini; Donatella Sarti; Caterina Fiorentini; Veronica Guadagni; Panagiotis Apostolou; Ioannis Papasotiriou; Panagiotis Parsonidis; Marco Valenti; Enrico Ricevuto; Gemma Bruera; Antonietta R Farina
Journal:  BMC Cancer       Date:  2022-06-16       Impact factor: 4.638

2.  A Pilot Study of the Predictive Potential of Chemosensitivity and Gene Expression Assays Using Circulating Tumour Cells from Patients with Recurrent Ovarian Cancer.

Authors:  Stefano Guadagni; Marco Clementi; Francesco Masedu; Giammaria Fiorentini; Donatella Sarti; Marcello Deraco; Shigeki Kusamura; Ioannis Papasotiriou; Panagiotis Apostolou; Karl Reinhard Aigner; Giuseppe Zavattieri; Antonietta Rossella Farina; Giuseppe Vizzielli; Giovanni Scambia; Andrew Reay Mackay
Journal:  Int J Mol Sci       Date:  2020-07-07       Impact factor: 5.923

Review 3.  Colorectal Adenomas-Genetics and Searching for New Molecular Screening Biomarkers.

Authors:  Anna Siskova; Klara Cervena; Jan Kral; Tomas Hucl; Pavel Vodicka; Veronika Vymetalkova
Journal:  Int J Mol Sci       Date:  2020-05-05       Impact factor: 5.923

Review 4.  Detection of circulating tumour cells in colorectal cancer: Emerging techniques and clinical implications.

Authors:  Alka Yadav; Ashok Kumar; Mohammad Haris Siddiqui
Journal:  World J Clin Oncol       Date:  2021-12-24

Review 5.  Liquid Biopsy and Artificial Intelligence as Tools to Detect Signatures of Colorectal Malignancies: A Modern Approach in Patient's Stratification.

Authors:  Octav Ginghina; Ariana Hudita; Marius Zamfir; Andrada Spanu; Mara Mardare; Irina Bondoc; Laura Buburuzan; Sergiu Emil Georgescu; Marieta Costache; Carolina Negrei; Cornelia Nitipir; Bianca Galateanu
Journal:  Front Oncol       Date:  2022-03-08       Impact factor: 6.244

Review 6.  Tumor Chemosensitivity Assays Are Helpful for Personalized Cytotoxic Treatments in Cancer Patients.

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Journal:  Medicina (Kaunas)       Date:  2021-06-19       Impact factor: 2.430

7.  Real-life multidisciplinary treatment for unresectable colorectal cancer liver metastases including hepatic artery infusion with chemo-filtration and liquid biopsy precision oncotherapy: observational cohort study.

Authors:  Stefano Guadagni; Marco Clementi; Andrew R Mackay; Enrico Ricevuto; Giammaria Fiorentini; Donatella Sarti; Paola Palumbo; Panagiotis Apostolou; Ioannis Papasotiriou; Francesco Masedu; Marco Valenti; Aldo Victor Giordano; Gemma Bruera
Journal:  J Cancer Res Clin Oncol       Date:  2020-02-22       Impact factor: 4.553

8.  Circulating tumour cell liquid biopsy in selecting therapy for recurrent cutaneous melanoma with locoregional pelvic metastases: a pilot study.

Authors:  Stefano Guadagni; Giammaria Fiorentini; Ioannis Papasotiriou; Panagiotis Apostolou; Francesco Masedu; Donatella Sarti; Antonietta Rossella Farina; Andrew Reay Mackay; Marco Clementi
Journal:  BMC Res Notes       Date:  2020-03-24
  8 in total

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