Correlation Between Skin and Affected Organs in 52 Sclerodermic Patients Followed in a Diseases Management Team: Development of a Risk Prediction Model of Organ-Specific Complications

ObjectiveTo identify the existence of a correlation among the various organs affected, focusing primarily on immuno-dermatological aspects, and to create a risk prediction model of organ-specific complications.Material and MethodsFifty-two patients with stable scleroderma, followed between 2015 and...

Full description

Bibliographic Details
Main Authors: Emanuele Cozzani, Andrea Muracchioli, Giuseppe Murdaca, Mirko Beccalli, Simone Caprioli, Patrizia Zentilin, Pietro Ameri, Marco Grosso, Rodolfo Russo, Luca Carmisciano, Aurora Parodi
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Immunology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2021.588753/full
id doaj-fdb7a35207b24598ab4f1cc3c4501647
record_format Article
collection DOAJ
language English
format Article
sources DOAJ
author Emanuele Cozzani
Andrea Muracchioli
Giuseppe Murdaca
Mirko Beccalli
Simone Caprioli
Patrizia Zentilin
Pietro Ameri
Marco Grosso
Rodolfo Russo
Luca Carmisciano
Aurora Parodi
spellingShingle Emanuele Cozzani
Andrea Muracchioli
Giuseppe Murdaca
Mirko Beccalli
Simone Caprioli
Patrizia Zentilin
Pietro Ameri
Marco Grosso
Rodolfo Russo
Luca Carmisciano
Aurora Parodi
Correlation Between Skin and Affected Organs in 52 Sclerodermic Patients Followed in a Diseases Management Team: Development of a Risk Prediction Model of Organ-Specific Complications
Frontiers in Immunology
systemic sclerosis
scleroderma
mRSS (Rodnan Score)
predictive model
organ complications
author_facet Emanuele Cozzani
Andrea Muracchioli
Giuseppe Murdaca
Mirko Beccalli
Simone Caprioli
Patrizia Zentilin
Pietro Ameri
Marco Grosso
Rodolfo Russo
Luca Carmisciano
Aurora Parodi
author_sort Emanuele Cozzani
title Correlation Between Skin and Affected Organs in 52 Sclerodermic Patients Followed in a Diseases Management Team: Development of a Risk Prediction Model of Organ-Specific Complications
title_short Correlation Between Skin and Affected Organs in 52 Sclerodermic Patients Followed in a Diseases Management Team: Development of a Risk Prediction Model of Organ-Specific Complications
title_full Correlation Between Skin and Affected Organs in 52 Sclerodermic Patients Followed in a Diseases Management Team: Development of a Risk Prediction Model of Organ-Specific Complications
title_fullStr Correlation Between Skin and Affected Organs in 52 Sclerodermic Patients Followed in a Diseases Management Team: Development of a Risk Prediction Model of Organ-Specific Complications
title_full_unstemmed Correlation Between Skin and Affected Organs in 52 Sclerodermic Patients Followed in a Diseases Management Team: Development of a Risk Prediction Model of Organ-Specific Complications
title_sort correlation between skin and affected organs in 52 sclerodermic patients followed in a diseases management team: development of a risk prediction model of organ-specific complications
publisher Frontiers Media S.A.
series Frontiers in Immunology
issn 1664-3224
publishDate 2021-06-01
description ObjectiveTo identify the existence of a correlation among the various organs affected, focusing primarily on immuno-dermatological aspects, and to create a risk prediction model of organ-specific complications.Material and MethodsFifty-two patients with stable scleroderma, followed between 2015 and 2019, were investigated through an extensive multidisciplinary evaluation in the last year.ResultsPatients with lung involvement presented a worse degree of skin fibrosis than patients without it (p <0.001). No relationship was observed for the heart, kidney, and esophagus. Patients with pulmonary involvement had a lower pressure of the low esophagus sphincter and a higher Warrick score than patients without it (p <0.05). Age was significantly higher in patients with kidney involvement. Diffuse scleroderma patients had a worse pulmonary impairment than limited scleroderma patients (p <0.05). The manometric “sclerodermic” pattern was observed to be the most frequent (55.6%, p <0.05) in dcSSc patients while the sclerodermic and normal pattern were equally represented (41.2 and 32.4% respectively, p <0.05) in lcSSc patients. When compared to the negative serological groups, anti-Scl-70 positive patients presented a worse lung involvement while anti-centromere patients presented a better lung outcome (p <0.05). PM-Scl 100/75 positive patients presented mostly a pulmonary fibrotic pattern (p <0.05) and, also, heart complications were more likely associated with anti PM-Scl 100/75 positivity (p <0.05). The risk prediction model for organ-specific complications had an accuracy of 84.4% (95%CI 78, 89) in complication-site prediction, AUC of 0.871, 86% of sensitivity, and 83% of specificity, Cohen’s Kappa (k) of 0.68.ConclusionsOut of all the organs studied, the skin is the one that correlates with the lung. Patients with a diffuse form of disease presented more frequently the anti Scl-70 antibody and had a worse lung and esophageal involvement (scleroderma pattern) than the negative group. Conversely, patients with limited disease presented all positive for the anti-centromere antibody with a better lung involvement than the negative group, without any difference among the esophageal manometric pattern. Anti PM-Scl 100/75 antibody patients were associated with pulmonary fibrosis and presented cardiac involvement. The model created has demonstrated excellent values of sensitivity, specificity, and accuracy, but further studies are needed for validation.
topic systemic sclerosis
scleroderma
mRSS (Rodnan Score)
predictive model
organ complications
url https://www.frontiersin.org/articles/10.3389/fimmu.2021.588753/full
work_keys_str_mv AT emanuelecozzani correlationbetweenskinandaffectedorgansin52sclerodermicpatientsfollowedinadiseasesmanagementteamdevelopmentofariskpredictionmodeloforganspecificcomplications
AT andreamuracchioli correlationbetweenskinandaffectedorgansin52sclerodermicpatientsfollowedinadiseasesmanagementteamdevelopmentofariskpredictionmodeloforganspecificcomplications
AT giuseppemurdaca correlationbetweenskinandaffectedorgansin52sclerodermicpatientsfollowedinadiseasesmanagementteamdevelopmentofariskpredictionmodeloforganspecificcomplications
AT mirkobeccalli correlationbetweenskinandaffectedorgansin52sclerodermicpatientsfollowedinadiseasesmanagementteamdevelopmentofariskpredictionmodeloforganspecificcomplications
AT simonecaprioli correlationbetweenskinandaffectedorgansin52sclerodermicpatientsfollowedinadiseasesmanagementteamdevelopmentofariskpredictionmodeloforganspecificcomplications
AT patriziazentilin correlationbetweenskinandaffectedorgansin52sclerodermicpatientsfollowedinadiseasesmanagementteamdevelopmentofariskpredictionmodeloforganspecificcomplications
AT pietroameri correlationbetweenskinandaffectedorgansin52sclerodermicpatientsfollowedinadiseasesmanagementteamdevelopmentofariskpredictionmodeloforganspecificcomplications
AT marcogrosso correlationbetweenskinandaffectedorgansin52sclerodermicpatientsfollowedinadiseasesmanagementteamdevelopmentofariskpredictionmodeloforganspecificcomplications
AT rodolforusso correlationbetweenskinandaffectedorgansin52sclerodermicpatientsfollowedinadiseasesmanagementteamdevelopmentofariskpredictionmodeloforganspecificcomplications
AT lucacarmisciano correlationbetweenskinandaffectedorgansin52sclerodermicpatientsfollowedinadiseasesmanagementteamdevelopmentofariskpredictionmodeloforganspecificcomplications
AT auroraparodi correlationbetweenskinandaffectedorgansin52sclerodermicpatientsfollowedinadiseasesmanagementteamdevelopmentofariskpredictionmodeloforganspecificcomplications
_version_ 1721406524822126592
spelling doaj-fdb7a35207b24598ab4f1cc3c45016472021-06-02T08:22:26ZengFrontiers Media S.A.Frontiers in Immunology1664-32242021-06-011210.3389/fimmu.2021.588753588753Correlation Between Skin and Affected Organs in 52 Sclerodermic Patients Followed in a Diseases Management Team: Development of a Risk Prediction Model of Organ-Specific ComplicationsEmanuele Cozzani0Andrea Muracchioli1Giuseppe Murdaca2Mirko Beccalli3Simone Caprioli4Patrizia Zentilin5Pietro Ameri6Marco Grosso7Rodolfo Russo8Luca Carmisciano9Aurora Parodi10Dermatologic Unit, University of Genoa, DiSSal, Ospedale-Policlinico San Martino, IRCCS, Genova, ItalyDermatologic Unit, University of Genoa, DiSSal, Ospedale-Policlinico San Martino, IRCCS, Genova, ItalyDepartments of Internal Medicine, Scleroderma Unit, Clinical Immunology Unit, University of Genova, Ospedale-Policlinico San Martino, IRCCS, Genova, ItalyDepartments of Internal Medicine, Scleroderma Unit, Clinical Immunology Unit, University of Genova, Ospedale-Policlinico San Martino, IRCCS, Genova, ItalyDepartment of Healt Sciences DiSSal, University of Genova, Ospedale-Policlinico San Martino, IRCCS, Genova, ItalyDivision of Gastroenterology, Department of Internal Medicine, University of Genova, Ospedale-Policlinico San Martino, IRCCS, Genova, ItalyCardiovascular Disease Unit, IRCCS, Ospedale-Policlinico San Martino; Department of Internal Medicine, University of Genova, Genova, ItalyInterventional Pneumology Unit, Ospedale-Policlinico San Martino, IRCCS, Genova, ItalyNephrology, Dialysis, and Transplantation, Ospedale-Policlinico San Martino, IRCCS, Genova, ItalyDepartment of Healt Sciences DiSSal, University of Genova, Ospedale-Policlinico San Martino, IRCCS, Genova, ItalyDermatologic Unit, University of Genoa, DiSSal, Ospedale-Policlinico San Martino, IRCCS, Genova, ItalyObjectiveTo identify the existence of a correlation among the various organs affected, focusing primarily on immuno-dermatological aspects, and to create a risk prediction model of organ-specific complications.Material and MethodsFifty-two patients with stable scleroderma, followed between 2015 and 2019, were investigated through an extensive multidisciplinary evaluation in the last year.ResultsPatients with lung involvement presented a worse degree of skin fibrosis than patients without it (p <0.001). No relationship was observed for the heart, kidney, and esophagus. Patients with pulmonary involvement had a lower pressure of the low esophagus sphincter and a higher Warrick score than patients without it (p <0.05). Age was significantly higher in patients with kidney involvement. Diffuse scleroderma patients had a worse pulmonary impairment than limited scleroderma patients (p <0.05). The manometric “sclerodermic” pattern was observed to be the most frequent (55.6%, p <0.05) in dcSSc patients while the sclerodermic and normal pattern were equally represented (41.2 and 32.4% respectively, p <0.05) in lcSSc patients. When compared to the negative serological groups, anti-Scl-70 positive patients presented a worse lung involvement while anti-centromere patients presented a better lung outcome (p <0.05). PM-Scl 100/75 positive patients presented mostly a pulmonary fibrotic pattern (p <0.05) and, also, heart complications were more likely associated with anti PM-Scl 100/75 positivity (p <0.05). The risk prediction model for organ-specific complications had an accuracy of 84.4% (95%CI 78, 89) in complication-site prediction, AUC of 0.871, 86% of sensitivity, and 83% of specificity, Cohen’s Kappa (k) of 0.68.ConclusionsOut of all the organs studied, the skin is the one that correlates with the lung. Patients with a diffuse form of disease presented more frequently the anti Scl-70 antibody and had a worse lung and esophageal involvement (scleroderma pattern) than the negative group. Conversely, patients with limited disease presented all positive for the anti-centromere antibody with a better lung involvement than the negative group, without any difference among the esophageal manometric pattern. Anti PM-Scl 100/75 antibody patients were associated with pulmonary fibrosis and presented cardiac involvement. The model created has demonstrated excellent values of sensitivity, specificity, and accuracy, but further studies are needed for validation.https://www.frontiersin.org/articles/10.3389/fimmu.2021.588753/fullsystemic sclerosissclerodermamRSS (Rodnan Score)predictive modelorgan complications