Despite its increased application in pancreatic ductal adenocarcinoma (PDAC), complete response to neoadjuvant therapy (NAT) is rare. Given the critical role of host immunity in regulating cancer, we sought to correlate baseline inflammatory profiles to significant response to NAT. PDAC patients receiving NAT were classified as responders (R) or nonresponders (NR) by carbohydrate antigen 19-9 response, pathologic tumor size, and lymph node status in the resected specimen. Baseline (treatment-naive) plasma was analyzed to determine levels of 27 inflammatory mediators. Logistic regression was used to correlate individual mediators with response. Network analysis and Pearson correlation maps were derived to determine baseline inflammatory mediator profiles. Forty patients (20R and 20NR) met study criteria. The R showed significantly higher overall survival (59.4 vs. 21.25 mo, P=0.002) and disease-free survival (50.97 vs. 10.60 mo, P=0.005), compared with NR. soluble interleukin-2 receptor alpha was a significant predictor of no response to NAT (P=0.045). Analysis of inflammatory profiles using the Pearson heat map analysis followed by network analysis depicted increased inflammatory network complexity in NR compared with R (1.69 vs. 1), signifying a more robust baseline inflammatory status of NR. A panel of inflammatory mediators identified by logistic regression and Fischer score analysis was used to create a potential decision tree to predict NAT response. We demonstrate that baseline inflammatory profiles are associated with response to NAT in PDAC, and that an upregulated inflammatory status is associated with a poor response to NAT. Further analysis into the role of inflammatory mediators as predictors of chemotherapy response is warranted.
机构:
Univ Sao Paulo, Fac Med, Hosp Clin HCFMUSP, Gastroenterol, Av Dr Arnaldo 455, BR-01426010 Sao Paulo, BrazilUniv Sao Paulo, Fac Med, Hosp Clin HCFMUSP, Gastroenterol, Av Dr Arnaldo 455, BR-01426010 Sao Paulo, Brazil
Meyer, Alberto
Carvalho, Barbara J.
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Univ Sao Paulo, Fac Med, Gastroenterol, BR-05403000 Sao Paulo, BrazilUniv Sao Paulo, Fac Med, Hosp Clin HCFMUSP, Gastroenterol, Av Dr Arnaldo 455, BR-01426010 Sao Paulo, Brazil
Carvalho, Barbara J.
Medeiros, Kayo A. A.
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Univ Sao Paulo, Fac Med, Gastroenterol, BR-05403000 Sao Paulo, BrazilUniv Sao Paulo, Fac Med, Hosp Clin HCFMUSP, Gastroenterol, Av Dr Arnaldo 455, BR-01426010 Sao Paulo, Brazil
Medeiros, Kayo A. A.
Pipek, Leonardo Z.
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Univ Sao Paulo, Fac Med, Gastroenterol, BR-05403000 Sao Paulo, BrazilUniv Sao Paulo, Fac Med, Hosp Clin HCFMUSP, Gastroenterol, Av Dr Arnaldo 455, BR-01426010 Sao Paulo, Brazil
Pipek, Leonardo Z.
Nascimento, Fernanda S.
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机构:
Univ Sao Paulo, Fac Med, Gastroenterol, BR-05403000 Sao Paulo, BrazilUniv Sao Paulo, Fac Med, Hosp Clin HCFMUSP, Gastroenterol, Av Dr Arnaldo 455, BR-01426010 Sao Paulo, Brazil
Nascimento, Fernanda S.
Suzuki, Milena O.
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Univ Sao Paulo, Fac Med, Gastroenterol, BR-05403000 Sao Paulo, BrazilUniv Sao Paulo, Fac Med, Hosp Clin HCFMUSP, Gastroenterol, Av Dr Arnaldo 455, BR-01426010 Sao Paulo, Brazil
Suzuki, Milena O.
Munhoz, Joao V. T.
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Univ Sao Paulo, Fac Med, Gastroenterol, BR-05403000 Sao Paulo, BrazilUniv Sao Paulo, Fac Med, Hosp Clin HCFMUSP, Gastroenterol, Av Dr Arnaldo 455, BR-01426010 Sao Paulo, Brazil
Munhoz, Joao V. T.
Iuamoto, Leandro R.
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Univ Sao Paulo, Fac Med, Orthopaed & Traumatol, BR-05403000 Sao Paulo, BrazilUniv Sao Paulo, Fac Med, Hosp Clin HCFMUSP, Gastroenterol, Av Dr Arnaldo 455, BR-01426010 Sao Paulo, Brazil
Iuamoto, Leandro R.
Carneiro-D'Alburquerque, Luiz A.
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Univ Sao Paulo, Fac Med, Hosp Clin HCFMUSP, Gastroenterol, Av Dr Arnaldo 455, BR-01426010 Sao Paulo, BrazilUniv Sao Paulo, Fac Med, Hosp Clin HCFMUSP, Gastroenterol, Av Dr Arnaldo 455, BR-01426010 Sao Paulo, Brazil
Carneiro-D'Alburquerque, Luiz A.
Andraus, Wellington
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Univ Sao Paulo, Fac Med, Hosp Clin HCFMUSP, Gastroenterol, Av Dr Arnaldo 455, BR-01426010 Sao Paulo, BrazilUniv Sao Paulo, Fac Med, Hosp Clin HCFMUSP, Gastroenterol, Av Dr Arnaldo 455, BR-01426010 Sao Paulo, Brazil
机构:
Shanghai Univ Med & Hlth Sci, Affiliated Peoples Hosp South Campus 6, Dept Pharm, Shanghai, Peoples R ChinaShanghai Univ Med & Hlth Sci, Affiliated Peoples Hosp South Campus 6, Dept Pharm, Shanghai, Peoples R China
Xiao, Zhijun
Li, Jinyin
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Xuhui Cent Hosp Shanghai, Dept Pharm, Shanghai, Peoples R ChinaShanghai Univ Med & Hlth Sci, Affiliated Peoples Hosp South Campus 6, Dept Pharm, Shanghai, Peoples R China
Li, Jinyin
Yu, Qian
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机构:
Univ Chicago, Div Intervent Radiol, Chicago, IL 60637 USAShanghai Univ Med & Hlth Sci, Affiliated Peoples Hosp South Campus 6, Dept Pharm, Shanghai, Peoples R China
Yu, Qian
Zhou, Ting
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Shanghai Univ Med & Hlth Sci, Affiliated Peoples Hosp South Campus 6, Dept Pharm, Shanghai, Peoples R ChinaShanghai Univ Med & Hlth Sci, Affiliated Peoples Hosp South Campus 6, Dept Pharm, Shanghai, Peoples R China
Zhou, Ting
Duan, Jingjing
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Shanghai Univ Med & Hlth Sci, Affiliated Peoples Hosp South Campus 6, Dept Pharm, Shanghai, Peoples R ChinaShanghai Univ Med & Hlth Sci, Affiliated Peoples Hosp South Campus 6, Dept Pharm, Shanghai, Peoples R China
Duan, Jingjing
Yang, Zhen
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Shanghai Univ Med & Hlth Sci, Affiliated Peoples Hosp South Campus 6, Dept Cent Lab, Shanghai, Peoples R ChinaShanghai Univ Med & Hlth Sci, Affiliated Peoples Hosp South Campus 6, Dept Pharm, Shanghai, Peoples R China
Yang, Zhen
Liu, Cuicui
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Shanghai Univ Med & Hlth Sci, Affiliated Peoples Hosp South Campus 6, Dept Clin Lab, Shanghai, Peoples R ChinaShanghai Univ Med & Hlth Sci, Affiliated Peoples Hosp South Campus 6, Dept Pharm, Shanghai, Peoples R China
Liu, Cuicui
Xu, Feng
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Shanghai Univ Med & Hlth Sci, Affiliated Peoples Hosp South Campus 6, Dept Pharm, Shanghai, Peoples R China
Southern Med Univ, Fengxian Hosp, Dept Pharm, Shanghai, Peoples R ChinaShanghai Univ Med & Hlth Sci, Affiliated Peoples Hosp South Campus 6, Dept Pharm, Shanghai, Peoples R China
机构:
IRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, ItalyIRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, Italy
Tamburrino, Domenico
Arcangeli, Claudia
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机构:
IRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, Italy
Univ Vita Salute San Raffaele, Milan, ItalyIRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, Italy
Arcangeli, Claudia
De Stefano, Federico
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IRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, Italy
Univ Vita Salute San Raffaele, Milan, ItalyIRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, Italy
De Stefano, Federico
Belfiori, Giulio
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IRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, ItalyIRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, Italy
Belfiori, Giulio
Macchini, Marina
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机构:
IRCCS San Raffaele Sci Inst, Dept Med Oncol, Milan, ItalyIRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, Italy
Macchini, Marina
Orsi, Giulia
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机构:
IRCCS San Raffaele Sci Inst, Dept Med Oncol, Milan, ItalyIRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, Italy
Orsi, Giulia
Lena, Marco Schiavo
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IRCCS San Raffaele Sci Inst, Dept Pathol, Milan, ItalyIRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, Italy
Lena, Marco Schiavo
Partelli, Stefano
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IRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, Italy
Univ Vita Salute San Raffaele, Milan, ItalyIRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, Italy
Partelli, Stefano
Crippa, Stefano
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机构:
IRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, Italy
Univ Vita Salute San Raffaele, Milan, ItalyIRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, Italy
Crippa, Stefano
Doglioni, Claudio
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机构:
Univ Vita Salute San Raffaele, Milan, Italy
IRCCS San Raffaele Sci Inst, Dept Pathol, Milan, ItalyIRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, Italy
Doglioni, Claudio
Reni, Michele
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Univ Vita Salute San Raffaele, Milan, Italy
IRCCS San Raffaele Sci Inst, Dept Med Oncol, Milan, ItalyIRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, Italy
Reni, Michele
Falconi, Massimo
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机构:
IRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, Italy
Univ Vita Salute San Raffaele, Milan, ItalyIRCCS San Raffaele Sci Inst, Pancreas Translat & Clin Res Ctr, Div Pancreat Surg, Milan, Italy