{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T05:47:08Z","timestamp":1782798428277,"version":"3.54.5"},"reference-count":31,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T00:00:00Z","timestamp":1782777600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Public Health"],"abstract":"<jats:sec>\n                    <jats:title>Aim<\/jats:title>\n                    <jats:p>To explore the longitudinal interaction between financial toxicity and psychological distress in breast cancer patients and their spouses based on the actor-partner interdependence model.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>Convenience sampling method was used to select 258 breast cancer patients and their spouses as the research partners. The financial toxicity scale and distress thermometer were used to investigate the patients in the early stage (T1), the middle stage (T2) and the end of chemotherapy (T3).<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      The actor effects of financial toxicity on psychological distress were significant for both breast cancer patients and their spouses. Specifically, the level of financial toxicity in patients significantly predicted their own psychological distress at the next time point (T1\u202f\u2192\u202fT2:\n                      <jats:italic>\u03b2<\/jats:italic>\n                      \u202f=\u202f\u22120.19, T2\u202f\u2192\u202fT3:\n                      <jats:italic>\u03b2<\/jats:italic>\n                      \u202f=\u202f\u22120.18, both\n                      <jats:italic>p<\/jats:italic>\n                      \u202f&amp;lt;\u202f0.001), and the level of financial toxicity in spouses significantly predicted their own psychological distress at the next time point (T1\u202f\u2192\u202fT2:\n                      <jats:italic>\u03b2<\/jats:italic>\n                      \u202f=\u202f\u22120.15, T2\u202f\u2192\u202fT3:\n                      <jats:italic>\u03b2<\/jats:italic>\n                      \u202f=\u202f\u22120.14, both\n                      <jats:italic>p<\/jats:italic>\n                      \u202f&amp;lt;\u202f0.01). The actor effects of psychological distress on financial toxicity were also significant. That is, the level of psychological distress in patients significantly predicted their own financial toxicity at the next time point (T1\u202f\u2192\u202fT2:\n                      <jats:italic>\u03b2<\/jats:italic>\n                      \u202f=\u202f\u22120.18, T2\u202f\u2192\u202fT3:\n                      <jats:italic>\u03b2<\/jats:italic>\n                      \u202f=\u202f\u22120.17, both\n                      <jats:italic>p<\/jats:italic>\n                      \u202f&amp;lt;\u202f0.01), and the level of psychological distress in spouses significantly predicted their own financial toxicity at the next time point (T1\u202f\u2192\u202fT2:\n                      <jats:italic>\u03b2<\/jats:italic>\n                      \u202f=\u202f\u22120.16, T2\u202f\u2192\u202fT3:\n                      <jats:italic>\u03b2<\/jats:italic>\n                      \u202f=\u202f\u22120.15,\n                      <jats:italic>p<\/jats:italic>\n                      \u202f&amp;lt;\u202f0.01). The partner effects of psychological distress were significant. Specifically, patients\u2019 psychological distress significantly and positively predicted their spouses\u2019 psychological distress at the next time point (T1\u202f\u2192\u202fT2:\n                      <jats:italic>\u03b2<\/jats:italic>\n                      \u202f=\u202f0.18, T2\u202f\u2192\u202fT3:\n                      <jats:italic>\u03b2<\/jats:italic>\n                      \u202f=\u202f0.17, both\n                      <jats:italic>p<\/jats:italic>\n                      \u202f&amp;lt;\u202f0.01), and spouses\u2019 psychological distress significantly and positively predicted patients\u2019 psychological distress at the next time point (T1\u202f\u2192\u202fT2:\n                      <jats:italic>\u03b2<\/jats:italic>\n                      \u202f=\u202f0.20,\n                      <jats:italic>p<\/jats:italic>\n                      \u202f&amp;lt;\u202f0.001; T2\u202f\u2192\u202fT3:\n                      <jats:italic>\u03b2<\/jats:italic>\n                      \u202f=\u202f0.20,\n                      <jats:italic>p<\/jats:italic>\n                      \u202f&amp;lt;\u202f0.01).\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>The financial toxicity and psychological distress of breast cancer patients and their spouses have a two-way actor prediction effect.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.3389\/fpubh.2026.1838284","type":"journal-article","created":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T05:41:16Z","timestamp":1782798076000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Cross-lagged analysis of financial toxicity and psychological distress between breast cancer patients and spouses during chemotherapy: an actor\u2013partner interdependence model"],"prefix":"10.3389","volume":"14","author":[{"given":"Qing","family":"Wang","sequence":"first","affiliation":[{"name":"Department of Breast Surgery, The First Affiliated Hospital with Nanjing Medical University","place":["Nanjing, Jiangsu, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lili","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Breast Surgery, The First Affiliated Hospital with Nanjing Medical University","place":["Nanjing, Jiangsu, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tingting","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Breast Surgery, The First Affiliated Hospital with Nanjing Medical University","place":["Nanjing, Jiangsu, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lili","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Breast Surgery, The First Affiliated Hospital with Nanjing Medical University","place":["Nanjing, Jiangsu, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoping","family":"Pang","sequence":"additional","affiliation":[{"name":"School of National Audit, Nanjing Audit University","place":["Nanjing, Jiangsu, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weijuan","family":"Yang","sequence":"additional","affiliation":[{"name":"Department of Breast Surgery, The First Affiliated Hospital with Nanjing Medical University","place":["Nanjing, Jiangsu, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,6,30]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1007\/s43440-022-00426-4","article-title":"Alcohol and breast cancer","volume":"75","author":"Starek-Swiechowicz","year":"2023","journal-title":"Pharmacol Rep"},{"key":"ref2","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1002\/jso.27627","article-title":"Breast cancer survivorship","volume":"130","author":"Valente","year":"2024","journal-title":"J Surg Oncol"},{"key":"ref3","doi-asserted-by":"publisher","first-page":"12","DOI":"10.3390\/cancers12113281","article-title":"Development of innovative formulations for breast cancer chemotherapy","volume":"12","author":"Fraguas-Sanchez","year":"2020","journal-title":"Cancers (Basel)"},{"key":"ref4","doi-asserted-by":"publisher","first-page":"3563","DOI":"10.1200\/JCO.23.00243","article-title":"Flashback foreword: multigene predictor for chemotherapy response in breast cancer","volume":"41","author":"Wolff","year":"2023","journal-title":"J Clin Oncol"},{"key":"ref5","doi-asserted-by":"publisher","first-page":"e2255388","DOI":"10.1001\/jamanetworkopen.2022.55388","article-title":"Financial toxicity among patients with breast cancer worldwide: a systematic review and meta-analysis","volume":"6","author":"Ehsan","year":"2023","journal-title":"JAMA Netw Open"},{"key":"ref6","doi-asserted-by":"publisher","first-page":"376","DOI":"10.1016\/j.urolonc.2023.04.014","article-title":"New technology in prostate cancer and financial toxicity","volume":"41","author":"Maganty","year":"2023","journal-title":"Urol Oncol"},{"key":"ref7","doi-asserted-by":"publisher","first-page":"44","DOI":"10.1002\/pros.24434","article-title":"Prostate cancer aggressiveness and financial toxicity among prostate cancer patients","volume":"83","author":"Kc","year":"2023","journal-title":"Prostate"},{"key":"ref8","doi-asserted-by":"publisher","first-page":"1420125","DOI":"10.3389\/fpsyg.2024.1420125","article-title":"The relationship between psychological distress and cognitive failure among breast cancer survivors: a network analysis","volume":"15","author":"Han","year":"2024","journal-title":"Front Psychol"},{"key":"ref9","doi-asserted-by":"publisher","first-page":"6","DOI":"10.1016\/j.maturitas.2019.09.003","article-title":"Long-term psychological distress in breast cancer survivors and their matched controls: a cross-sectional study","volume":"130","author":"Maass","year":"2019","journal-title":"Maturitas"},{"key":"ref10","doi-asserted-by":"publisher","first-page":"2545","DOI":"10.22034\/APJCP.2017.18.9.2545","article-title":"Psychological distress and resilience in women diagnosed with breast cancer in Greece","volume":"18","author":"Fradelos","year":"2017","journal-title":"Asian Pac J Cancer Prev"},{"key":"ref11","doi-asserted-by":"publisher","first-page":"912686920","DOI":"10.1177\/17455057241276232","article-title":"Psychological distress and coping strategies in breast cancer patients under neoadjuvant therapy: a systematic review","volume":"20","author":"Omari","year":"2024","journal-title":"Womens Health (Lond)"},{"key":"ref12","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1007\/s00520-024-09091-0","article-title":"Effects of dyadic coping on post-traumatic growth in patients and couples with breast cancer: an analysis based on the actor-partner interdependence model","volume":"33","author":"Duan","year":"2024","journal-title":"Support Care Cancer"},{"key":"ref13","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1016\/j.jncc.2022.06.002","article-title":"Psychological distress and quality of life in chinese early-stage breast cancer patients throughout chemotherapy","volume":"2","author":"Lan","year":"2022","journal-title":"J Natl Cancer Cent"},{"key":"ref14","volume-title":"Chinese Guidelines for Breast Cancer Screening and Early Diagnosis","author":"Wu","year":"2024"},{"key":"ref15","doi-asserted-by":"publisher","first-page":"1118","DOI":"10.3760\/cma.j.issn.0254-6450.2017.08.024","article-title":"Reliability and validity of the Chinese version of the comprehensive score for financial toxicity (COST) based on the patient-reported outcome measures","volume":"38","author":"Liu","year":"2017","journal-title":"Chin J Epidemiol"},{"key":"ref16","first-page":"613","article-title":"Reliability and validity of the Chinese version of the distress thermometer in cancer patients","volume":"24","author":"Zhang","year":"2010","journal-title":"Chin Ment Health J"},{"key":"ref17","doi-asserted-by":"publisher","first-page":"215","DOI":"10.16719\/j.cnki.1671-6981.20200130","article-title":"Common method bias testing: problems and suggestions","volume":"43","author":"Tang","year":"2020","journal-title":"J Psychol Sci"},{"key":"ref18","doi-asserted-by":"publisher","first-page":"1744","DOI":"10.1002\/pon.6228","article-title":"Illness uncertainty and quality of life in patients with advanced cancer and their family caregivers: an actor-partner interdependence model analysis","volume":"32","author":"Guan","year":"2023","journal-title":"Psychooncology"},{"key":"ref19","doi-asserted-by":"publisher","first-page":"100615","DOI":"10.1016\/j.apjon.2024.100615","article-title":"Interrelation between dyadic coping and psychological resilience among cervical cancer couples in Northwest China: an actor-partner interdependence model","volume":"11","author":"Zhang","year":"2024","journal-title":"Asia Pac J Oncol Nurs"},{"key":"ref20","doi-asserted-by":"publisher","first-page":"102622","DOI":"10.1016\/j.ejon.2024.102622","article-title":"Relationship between family resilience and dyadic coping in colorectal cancer patients and their spouses, based on the actor-partner interdependence model","volume":"70","author":"Qin","year":"2024","journal-title":"Eur J Oncol Nurs"},{"key":"ref21","doi-asserted-by":"publisher","first-page":"374","DOI":"10.2307\/2676332","article-title":"The stress process and the social distribution of depression","volume":"40","author":"Turner","year":"1999","journal-title":"J Health Soc Behav"},{"key":"ref22","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1007\/s00520-024-09091-0","article-title":"Effects of dyadic coping on post-traumatic growth in patients and couples with breast cancer: an analysis based on the actor-partner interdependence model","volume":"33","author":"Duan","year":"2024","journal-title":"Support Care Cancer"},{"key":"ref23","doi-asserted-by":"publisher","first-page":"1586","DOI":"10.1002\/pon.4343","article-title":"Posttraumatic growth in breast cancer survivors and their husbands based on the actor-partner interdependence model","volume":"26","author":"Lee","year":"2017","journal-title":"Psychooncology"},{"key":"ref24","doi-asserted-by":"publisher","first-page":"919","DOI":"10.1007\/s00404-022-06657-3","article-title":"Psychological distress in breast cancer patients during oncological inpatient rehabilitation: incidence, triggering factors and correlation with treatment-induced side effects","volume":"307","author":"Hass","year":"2023","journal-title":"Arch Gynecol Obstet"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s40615-025-02802-1","article-title":"Dyadic associations of physical activity, diet quality, and body mass index in black prostate cancer survivors and their spouses: an actor-partner interdependence model analysis","author":"An","year":"2025","journal-title":"J Racial Ethn Health Disparities"},{"key":"ref26","doi-asserted-by":"publisher","first-page":"100819","DOI":"10.1016\/j.apjon.2025.100819","article-title":"Dyadic coping and fear of cancer progression among patients with hepatocellular carcinoma and their spouses in China: an actor-partner interdependence model","volume":"12","author":"Hu","year":"2025","journal-title":"Asia Pac J Oncol Nurs"},{"key":"ref27","doi-asserted-by":"publisher","first-page":"100829","DOI":"10.1016\/j.apjon.2025.100829","article-title":"Disease-related communication difficulties and dyadic coping among patients with breast cancer and their spouses: an actor-partner interdependence model","volume":"13","author":"Yang","year":"2026","journal-title":"Asia Pac J Oncol Nurs"},{"key":"ref28","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1177\/10664807211009803","article-title":"The impact of pandemic on couples with cancer: examining the role of cancer-related communication on cancer-related distress via the actor-partner interdependence model","volume":"30","author":"Rajaei","year":"2022","journal-title":"Fam J Alex Va"},{"key":"ref29","doi-asserted-by":"publisher","first-page":"480","DOI":"10.1016\/j.jtbi.2015.06.014","article-title":"When is emotional contagion adaptive?","volume":"380","author":"Nakahashi","year":"2015","journal-title":"J Theor Biol"},{"key":"ref30","doi-asserted-by":"publisher","first-page":"100811","DOI":"10.1016\/j.apjon.2025.100811","article-title":"Dyadic associations of cancer-related communication, family resilience, and demoralization in patients with gynecological cancer and their spouses: an actor-partner interdependence model","volume":"12","author":"Zhang","year":"2025","journal-title":"Asia Pac J Oncol Nurs"},{"key":"ref31","doi-asserted-by":"publisher","first-page":"6687304","DOI":"10.1155\/nrp\/6687304","article-title":"Effects of illness perception and emotion regulation strategies on posttraumatic growth in lung cancer chemotherapy patients and their family caregivers: an actor-partner interdependence model analysis","volume":"2026","author":"Xiao","year":"2026","journal-title":"Nurs Res Pract"}],"container-title":["Frontiers in Public Health"],"original-title":[],"link":[{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fpubh.2026.1838284\/full","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T05:41:18Z","timestamp":1782798078000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fpubh.2026.1838284\/full"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,30]]},"references-count":31,"alternative-id":["10.3389\/fpubh.2026.1838284"],"URL":"https:\/\/doi.org\/10.3389\/fpubh.2026.1838284","relation":{},"ISSN":["2296-2565"],"issn-type":[{"value":"2296-2565","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,6,30]]},"article-number":"1838284"}}