Identifying Potential Risk Factors for Increased Distress in Lung Cancer Patients Receiving Radiotherapy

Previous studies have reported that lung cancer patients often experience high levels of emotional distress at the initiation and continuation of care. However, factors contributing to this elevated distress have not been extensively studied. This study evaluates various potential risk factors that...

Full description

Saved in:
Bibliographic Details
Published inInternational journal of radiation oncology, biology, physics Vol. 120; no. 2; p. e385
Main Authors Loving, B., Oyeniyi, J.F., Qu, L., Grills, I.S., Stevens, C.W., Stromberg, J.S.
Format Journal Article
LanguageEnglish
Published Elsevier Inc 01.10.2024
Online AccessGet full text

Cover

Loading…
Abstract Previous studies have reported that lung cancer patients often experience high levels of emotional distress at the initiation and continuation of care. However, factors contributing to this elevated distress have not been extensively studied. This study evaluates various potential risk factors that influence NCCN distress thermometer (DT) scores in lung cancer patients at radiotherapy consultation. From 2016 to 2020, we conducted a retrospective analysis of lung cancer patients treated with radiotherapy (RT) at our multi-site institution. The study involved collecting baseline and post-treatment NCCN DT scores, alongside baseline ICD-10 codes for mental health diagnoses (MHD). As a departmental standard, we refer patients with an NCCN DT score of 4 or higher to social work for supportive care. Additional variables included area deprivation index (ADI), Charleson Comorbidity Index (CCI), patient demographics, pulmonary rehabilitation referral prior to RT, oxygen requirement prior to RT, smoking status, and SBRT vs longer fractionated regimens. Both linear and logistic univariate (UVA) and multivariable (MVA) analyses were conducted, both with a backward stepwise selection procedure that iteratively removing the least significant variables based on P values, with a significance level of alpha = 0.10 for inclusion. Of 523 patients in the initial database query, 394 (75.3%) patients remained after exclusion of patients who were missing NCCN DT scores. Two-hundred and eight (52.8%) patients received SBRT. In our patient cohort, 260 (66%) were ≥ 70 years old and 223 (57%) were female. The median NCCN pre-treatment NCCN DT score was 3 (0-10). Linear regression MVA showed female sex (p<0.001), referral to pulmonary rehabilitation (p = 0.045), and current smoker (p = 0.018) significantly increased DT scores as did ADI above the mean (p = 0.001) and CCI≥3 (p<0.001). The logistic regression MVA showed that females had 1.7 times higher odds of being referred to social work for scoring at or above 4 on the NCCN DT compared to males (p = 0.016), and patients who were <70 years old had 1.7 times higher odds (p = 0.012) compared to patients ≥70. Female patients and those younger than 70 exhibited notably higher levels of distress, as reflected in increased NCCN DT scores and greater likelihood of requiring social work referral. Furthermore, socioeconomic deprivation, as indicated by a higher ADI, a greater burden of comorbidities, measured by CCI scores, and current smokers were found to contribute to elevated distress. These results can inform future prospective research aimed at establishing pre-treatment screening protocols for lung cancer patients at elevated risk of distress. Early identification and intervention for these individuals may lead to enhanced quality of life, reduced distress levels, and potentially better treatment adherence during radiotherapy.
AbstractList Previous studies have reported that lung cancer patients often experience high levels of emotional distress at the initiation and continuation of care. However, factors contributing to this elevated distress have not been extensively studied. This study evaluates various potential risk factors that influence NCCN distress thermometer (DT) scores in lung cancer patients at radiotherapy consultation. From 2016 to 2020, we conducted a retrospective analysis of lung cancer patients treated with radiotherapy (RT) at our multi-site institution. The study involved collecting baseline and post-treatment NCCN DT scores, alongside baseline ICD-10 codes for mental health diagnoses (MHD). As a departmental standard, we refer patients with an NCCN DT score of 4 or higher to social work for supportive care. Additional variables included area deprivation index (ADI), Charleson Comorbidity Index (CCI), patient demographics, pulmonary rehabilitation referral prior to RT, oxygen requirement prior to RT, smoking status, and SBRT vs longer fractionated regimens. Both linear and logistic univariate (UVA) and multivariable (MVA) analyses were conducted, both with a backward stepwise selection procedure that iteratively removing the least significant variables based on P values, with a significance level of alpha = 0.10 for inclusion. Of 523 patients in the initial database query, 394 (75.3%) patients remained after exclusion of patients who were missing NCCN DT scores. Two-hundred and eight (52.8%) patients received SBRT. In our patient cohort, 260 (66%) were ≥ 70 years old and 223 (57%) were female. The median NCCN pre-treatment NCCN DT score was 3 (0-10). Linear regression MVA showed female sex (p<0.001), referral to pulmonary rehabilitation (p = 0.045), and current smoker (p = 0.018) significantly increased DT scores as did ADI above the mean (p = 0.001) and CCI≥3 (p<0.001). The logistic regression MVA showed that females had 1.7 times higher odds of being referred to social work for scoring at or above 4 on the NCCN DT compared to males (p = 0.016), and patients who were <70 years old had 1.7 times higher odds (p = 0.012) compared to patients ≥70. Female patients and those younger than 70 exhibited notably higher levels of distress, as reflected in increased NCCN DT scores and greater likelihood of requiring social work referral. Furthermore, socioeconomic deprivation, as indicated by a higher ADI, a greater burden of comorbidities, measured by CCI scores, and current smokers were found to contribute to elevated distress. These results can inform future prospective research aimed at establishing pre-treatment screening protocols for lung cancer patients at elevated risk of distress. Early identification and intervention for these individuals may lead to enhanced quality of life, reduced distress levels, and potentially better treatment adherence during radiotherapy.
Author Loving, B.
Oyeniyi, J.F.
Grills, I.S.
Stromberg, J.S.
Stevens, C.W.
Qu, L.
Author_xml – sequence: 1
  givenname: B.
  surname: Loving
  fullname: Loving, B.
  organization: Department of Radiation Oncology, Corewell Health William Beaumont University Hospital, Royal Oak, MI
– sequence: 2
  givenname: J.F.
  surname: Oyeniyi
  fullname: Oyeniyi, J.F.
  organization: Department of Radiation Oncology, Corewell Health William Beaumont University Hospital, Royal Oak, MI
– sequence: 3
  givenname: L.
  surname: Qu
  fullname: Qu, L.
  organization: Research Institute, Corewell Health William Beaumont University Hospital, Royal Oak, MI
– sequence: 4
  givenname: I.S.
  surname: Grills
  fullname: Grills, I.S.
  organization: Department of Radiation Oncology, Corewell Health William Beaumont University Hospital, Royal Oak, MI
– sequence: 5
  givenname: C.W.
  surname: Stevens
  fullname: Stevens, C.W.
  organization: Department of Radiation Oncology, Corewell Health William Beaumont University Hospital, Royal Oak, MI
– sequence: 6
  givenname: J.S.
  surname: Stromberg
  fullname: Stromberg, J.S.
  organization: Department of Radiation Oncology, Corewell Health William Beaumont University Hospital, Royal Oak, MI
BookMark eNp9kMFKAzEQhnOoYFt9Aw95gV0nm22zexGkWi0ULEXPIU0mNmvdlCQW-vZmqWdPww_z_cx8EzLqfY-E3DEoGbD5fVe6LvjdsaygqksQZTObjcgY-BwKnheuySTGDgAYE_WY7FcG--Ts2fWfdOPTENSBbl38okulkw-RWh_oqtcBVURDn1xMAWOkrqfrn0wtVK8x0I1KLtORblGjOw19W2WcT3sM6ni-IVdWHSLe_s0p-Vg-vy9ei_Xby2rxuC40A5gVtUC9423LKzACTAvc1lgJ0KpB3up8s7LIWFNbYVtbtxoFRzQNNFzgPIcpqS-9OvgYA1p5DO5bhbNkIAdDspMXQ3IwJEHIbChjDxcM820nh0FGnd_RaFxAnaTx7v-CX_oldr4
ContentType Journal Article
Copyright 2024
Copyright_xml – notice: 2024
DBID AAYXX
CITATION
DOI 10.1016/j.ijrobp.2024.07.855
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Medicine
EndPage e385
ExternalDocumentID 10_1016_j_ijrobp_2024_07_855
S0360301624016171
GroupedDBID ---
--K
.1-
.FO
0R~
1B1
1P~
1RT
1~5
4.4
457
4G.
53G
5RE
7-5
AAEDT
AAEDW
AALRI
AAWTL
AAXUO
ABJNI
ABLJU
ABNEU
ABOCM
ABUDA
ACGFS
ACIUM
ADBBV
AENEX
AEVXI
AFCTW
AFJKZ
AFRHN
AFTJW
AITUG
AJUYK
AKRWK
ALMA_UNASSIGNED_HOLDINGS
AMRAJ
BELOY
DU5
EBS
EFJIC
F5P
FDB
GBLVA
HED
HMO
IHE
J1W
KOM
M41
MO0
O9-
OC~
OO-
RIG
RNS
ROL
RPZ
SDG
SEL
SES
SEW
SSZ
UV1
XH2
Z5R
~S-
.55
.GJ
29J
5VS
AAQFI
AAQQT
AAQXK
AAYXX
ABEFU
ADMUD
ADPAM
ADVLN
AFFNX
AGRDE
AHHHB
ASPBG
AVWKF
AZFZN
CITATION
EJD
FEDTE
FGOYB
FIRID
G-2
HMK
HVGLF
HX~
HZ~
LX3
NQ-
R2-
SAE
UDS
X7M
XPP
ZGI
ID FETCH-LOGICAL-c1005-47ecb399320d70d903f4e270ca8e39c174afe1184f7f9f49ce73eed80837e6e73
ISSN 0360-3016
IngestDate Wed Oct 09 16:48:17 EDT 2024
Sat Oct 05 15:37:10 EDT 2024
IsPeerReviewed true
IsScholarly true
Issue 2
Language English
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c1005-47ecb399320d70d903f4e270ca8e39c174afe1184f7f9f49ce73eed80837e6e73
ParticipantIDs crossref_primary_10_1016_j_ijrobp_2024_07_855
elsevier_sciencedirect_doi_10_1016_j_ijrobp_2024_07_855
PublicationCentury 2000
PublicationDate 2024-10-01
2024-10-00
PublicationDateYYYYMMDD 2024-10-01
PublicationDate_xml – month: 10
  year: 2024
  text: 2024-10-01
  day: 01
PublicationDecade 2020
PublicationTitle International journal of radiation oncology, biology, physics
PublicationYear 2024
Publisher Elsevier Inc
Publisher_xml – name: Elsevier Inc
SSID ssj0001174
Score 2.5067735
Snippet Previous studies have reported that lung cancer patients often experience high levels of emotional distress at the initiation and continuation of care....
SourceID crossref
elsevier
SourceType Aggregation Database
Publisher
StartPage e385
Title Identifying Potential Risk Factors for Increased Distress in Lung Cancer Patients Receiving Radiotherapy
URI https://dx.doi.org/10.1016/j.ijrobp.2024.07.855
Volume 120
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1La9wwEBbLBkovJX3RpGnQobdi45XllX0MbTchj9LmQXMzlixRLcFbzO4h-S_9r5mxZK2XhNLmYiyBd8XMh-bTeL4xIR-nKTOFkDya6kkacanrqDIVOIRVlQF6q3iNCf2zb9OjK358nV2PRn8GVUurpYzV3aO6kqd4FebAr6iS_Q_Phh-FCbgH_8IVPAzXf_KxU9k6pdL3xRIH2Csfq8Vn_js6WEUIewCWngO1_GK9NsQ2n05X-MYfnd5io37bSd2ARWrb5RjOq9p6ddbGm9_NFOKg8USLXQ4c_2xU0MDItRzGJVEChz_tchkdvuKQ6r3Vjb3tCgyO41mY_rHq0gdhfNjamxu3vcUX8TBxwXgogfPZtF5Rs1HwCQEV4kLi9Jdhh2bJAIpssN_q1H3wx8fufvggLrgUxTy283YhsU0p49izNc-ydRwM1YkXuAhcA7AdPP7B4XqLiSLLxmTr4OT850kI9RPf5rtfdK_N7AoIH_7X49xnwGcut8kLfxChBw5VL8lIN6_IszNfavGa_BqAiwZwUQQX9eCiAC4awEV7cFHbUAQXdeCiPbhoABcdgusNuZp9vfx8FPnPckRqgn1rudBKIq9lSS2SukhSwzUTiapynRYKTFIZDedWboQpDC-UFikwsRzIvtBTGLwl42bR6HeEphOli9TUKlcMeHtaSZnVSiZFzqUxFdshUW-w8rfrvlL2ZYnz0hm4RAOXiSjBwDtE9FYtPYN0zLAEIPz1yd0nP_mePF-je4-Ml-1KfwCiupT7Hi73I3GYkw
link.rule.ids 315,786,790,27955,27956
linkProvider Library Specific Holdings
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Identifying+Potential+Risk+Factors+for+Increased+Distress+in+Lung+Cancer+Patients+Receiving+Radiotherapy&rft.jtitle=International+journal+of+radiation+oncology%2C+biology%2C+physics&rft.au=Loving%2C+B.&rft.au=Oyeniyi%2C+J.F.&rft.au=Qu%2C+L.&rft.au=Grills%2C+I.S.&rft.date=2024-10-01&rft.pub=Elsevier+Inc&rft.issn=0360-3016&rft.volume=120&rft.issue=2&rft.spage=e385&rft.epage=e385&rft_id=info:doi/10.1016%2Fj.ijrobp.2024.07.855&rft.externalDocID=S0360301624016171
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0360-3016&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0360-3016&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0360-3016&client=summon