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. Author manuscript; available in PMC: 2019 Jul 1.
Published in final edited form as: J Pain Symptom Manage. 2018 Mar 7;56(1):88–97. doi: 10.1016/j.jpainsymman.2018.02.021

ASSOCIATIONS BETWEEN PERCEIVED STRESS AND CHEMOTHERAPY-INDUCED PERIPHERAL NEUROPATHY AND OTOXICITY IN ADULT CANCER SURVIVORS

Christine Miaskowski 1, Steven M Paul 1, Judy Mastick 1, Gary Abrams 2, Kimberly Topp 2, Betty Smoot 2, Kord M Kober 1, Margaret Chesney 2, Melissa Mazor 1, Grace Mausisa 1, Mark Schumacher 2, Yvette P Conley 3, Jennifer Henderson Sabes 2, Steven Cheung 2, Margaret Wallhagen 1, Jon D Levine 2,4
PMCID: PMC6015523  NIHMSID: NIHMS957450  PMID: 29524582

Abstract

Context

The most common adverse effects from neurotoxic chemotherapy are chemotherapy-induced neuropathy (CIPN), hearing loss, and tinnitus. While associations between perceived stress and persistent pain, hearing loss, and tinnitus are documented, no studies have examined these associations in cancer survivors who received neurotoxic chemotherapy.

Objectives

In this cross-sectional study, we evaluated for associations between perceived stress and the occurrence of CIPN, hearing loss, and tinnitus, in 623 adult cancer survivors who received platinum and/or taxane compounds.

Methods

Survivors completed self-report measures of hearing loss, tinnitus, and perceived stress (i.e., Impact of Events Scale-Revised (IES-R)). Separate logistic regression analyses were done for each neurotoxicity to evaluate whether each of the IES-R subscale (i.e., intrusion, avoidance, hyperarousal) and total scores made a significant independent contribution to neurotoxicity group membership.

Results

Of the 623 survivors in this study, 68.4% had CIPN, 34.5% reported hearing loss, and 31.0% reported tinnitus. Older age, higher body mass index, poorer functional status, being born prematurely, cancer diagnosis, and higher intrusion (p=.013), hyperarousal (p=.014), and total (p=.047) IES-R scores were associated with CIPN. Older age, being male, poorer functional status, a worse comorbidity profile, and a higher IES-R hyperarousal (p=.007) score were associated with hearing loss. Being male, having less education, a worse comorbidity profile, and a higher IES-R hyperarousal (p=.029) score were associated with tinnitus.

Conclusion

These findings suggest that increased levels of perceived stress are associated with the most common chemotherapy-induced neurotoxicities.

Keywords: stress, chemotherapy, peripheral neuropathy, hearing loss, tinnitus, cancer survivor

INTRODUCTION

“Stress” is a common, albeit ill-defined, human experience that can have significant negative effects on physical and emotional well-being.1 Physiologically, stress is a process of increased arousal with the goal of maintaining homeostasis. The acute response to a stressor involves the activation of and interactions among sensory, autonomic, endocrine, and immune systems. This short term response is adaptive and has numerous health benefits.13 However, long-term stress, without sufficient recovery, can lead to numerous health consequences including: depression,47 anxiety,6,810 chronic pain,1114 hearing loss,1517 and tinnitus.15,1822

The diagnosis and treatment of cancer is a stressful experience for most patients.8,2325 High levels of stress can persist into survivorship as a result of unrelieved symptoms,8,2527 fears of disease recurrence,2831 and financial problems.3234 Some survivors report stress-related symptoms including: hyperarousal, emotional numbness, intrusive thoughts, and nightmares. These stress-related symptoms have a negative impact on survivors’ overall health status, their ability to function, their mood, and their quality of life (QOL).35,36

Three of the most common adverse effects of neurotoxic chemotherapy that persist into survivorship are chemotherapy-induced neuropathy (CIPN),26,37 hearing loss,3840 and tinnitus.38,4143 Approximately 30% to 70% of survivors experience CIPN.44,45 While less well studied, occurrence rates for hearing loss and/or tinnitus range from 20% to 40%.38,41

A growing body of evidence suggests that perceived stress can trigger the development of, as well contribute to the persistence of musculoskeletal pain and headache.1114 In addition, stress may be a common underlying risk factor for persistent tinnitus.15,1822 Of note, increased stress exacerbates both persistent pain46,47 and tinnitus48,49 and evidence suggests that patients with these conditions have alterations in autonomic processing. In terms of hearing loss, most of the studies have focused on the deleterious effects of noise.50,51 While less is known about the effect of perceived stress on the auditory system, recent work suggests that chronic stress is harmful to hearing and that normal functioning of the hypothalamic-pituitary-adrenal (HPA) axis is necessary for healthy hearing.16,52 In addition, one needs to consider that persistent pain, hearing loss, and tinnitus are stressful to an individual because they have a negative impact on social interactions.5357 For example, individuals with hearing loss and/or tinnitus have difficulty engaging in conversations with colleagues and friends in a noisy environment.

While a growing body of literature has demonstrated associations between stress and persistent pain,1114 hearing loss,50,51 and tinnitus,48,49 no studies were found that examined these associations in cancer survivors who received neurotoxic chemotherapy. In this cross-sectional study, in a sample of 623 adult cancer survivors who received either a platinum and/or a taxane compound, we conducted a preliminary evaluation of the associations between perceived stress and the occurrence of CIPN, hearing loss, and tinnitus.

METHODS

Survivors and Settings

The methods for the larger study which was designed to evaluate for differences in subjective and objective characteristics associated with CIPN are described in detail elsewhere.37 In brief, survivors with and without CIPN were recruited from throughout the San Francisco Bay area. Survivors in the CIPN group were included if they: had received a platinum and/or a taxane compound; had completed their course of chemotherapy ≥3 months prior to enrollment; reported changes in sensation and/or pain in their feet and/or hands of ≥3 months duration following the completion of chemotherapy; had a rating of ≥3 on a 0 to 10 numeric rating scale (NRS) for any one of the following sensations from the Pain Qualities Assessment Scale (i.e., numb, tender, shooting, sensitive, electrical, tingling radiating, throbbing, cramping, itchy, unpleasant);58,59 and if they had pain associated with the CIPN, had an average pain intensity score in their feet and/or hands of ≥3 on a 0 to 10 NRS. Survivors without CIPN were included if they: had received a platinum and/or a taxane compound; had completed their course of chemotherapy ≥3 months prior to enrollment; and did not have persistent changes in sensation and/or pain in their hands or feet at the time of enrollment.

Survivors with and without CIPN were excluded if they had: peripheral vascular disease, vitamin B12 deficiency, thyroid dysfunction, HIV neuropathy, another painful condition that was difficult for them to distinguish from their CIPN, a hereditary sensory or autonomic neuropathy (60), and/or a hereditary mitochondrial disorder.61 A detailed patient history was obtained to evaluate for the presence of these conditions. Of the 1450 survivors who were screened, 754 were enrolled and 623 completed the self-report questionnaires and the study visit. This study was approved by the Committee on Human Research at the University of California, San Francisco.

Study Procedures

Research nurses screened and consented the survivors over the phone; sent them the questionnaire booklet, and asked them to complete the self-report questionnaires prior to their study visit; and scheduled the in person assessment. At this assessment, written informed consent was obtained, questionnaires were reviewed for completeness and objective tests were performed.

Study Measures

Demographic and Clinical Characteristics

Survivors provided information on demographic characteristics and completed the Karnofsky Performance Status (KPS) scale6264 and the Self-Administered Comorbidity Questionnaire (SCQ).65,66 Medical records were reviewed for disease and treatment characteristics.

Hearing Loss and Tinnitus

Two items from the Functional Assessment of Therapy/Gynecologic Oncology Group Neurotoxicity (FACT/GOG-Ntx) subscale were used to evaluate hearing loss (i.e., I have trouble hearing) and tinnitus (i.e., I get ringing or buzzing in my ears).67 Each item was rated on a 0 (not at all) to 4 (very much) scale. Survivors who reported a score of 0 were classified in the no hearing loss or no tinnitus groups. Survivors who reported a score of ≥1 on these questions were classified into the hearing loss or tinnitus groups.

Perceived Stress

The Impact of Event Scale-Revised (IES-R) was used to evaluate perceived stress. The IES-R is a 22 item instrument that was used to measure distress associated with cancer and its treatment.68,69 Patients rated each item based on how distressing each potential difficulty was for them during the past week ‘with respect to their cancer and its treatment’. Each item was rated on a 0 to 4 Likert scale (i.e., 0 = not at all, 1 = a little bit, 2 = moderately, 3 = quite a bit, 4 = extremely). Three subscales were created using the mean of the responses. These mean scores allow the user to identify the degree of symptomatology because the subscale scores are presented on the same metric as the item responses. A total IES-R score is created by summing the responses to the 22 items. The three subscales evaluate the levels of intrusion (8 items), avoidance (8 items), and hyperarousal (6 items) perceived by a patient. The total IES-R score can range from 0 to 88. For the total IES-R score, a cut-off is set at 33, while a score between 24 and 29 is cited as a sign of a partial PTSD and a score of ≥37 indicates a high presence of post-traumatic symptomatology.70 The IES-R has well established validity and reliability.7072 In this study, the Cronbach’s alphas were 0.85 for intrusion, 0.80 for avoidance, 0.81 for hyperarousal, and 0.92 for total IER-S scores.

Data Analysis

Data were analyzed using SPSS version 23.73 Descriptive statistics and frequency distributions were calculated for survivors’ demographic and clinical characteristics. All of the analyses used actual values. Differences in demographic and clinical characteristics between each of the neurotoxicity groups (i.e., no CIPN versus CIPN, no hearing loss versus hearing loss, and no tinnitus versus tinnitus) were evaluated using Independent sample t-tests and Chi Square analyses.

To evaluate whether each of the IES-R subscale and total scores made a significant independent contribution to neurotoxicity group membership, separate logistic regression analyses were done for each neurotoxicity group in which all of the demographic and clinical characteristics that differed significantly between the groups were entered in Block 1 and the IES-R score was entered in Block 2 (i.e., to assess its unique contribution). No adjustments were made for multiple testing.74,75 A p-value of <.05 was considered statistically significant.

RESULTS

CIPN Group Membership

Of the 623 adult cancer survivors enrolled in this study, 68.4% had CIPN. Compared to survivors without CIPN, survivors with CIPN were significantly older; had a higher BMI, a higher SCQ score, and a lower KPS score; were more likely to be born prematurely, and more likely to have a diagnosis of ovarian cancer, and more likely to have received a platinum and taxane containing chemotherapy regimen (Table 1). Compared to the survivors without CIPN, survivors with CIPN had significantly higher IES-R subscale and total scores (Table 2). As shown in Table 3, after controlling for age, BMI, KPS score, whether or not the survivor was born prematurely, and cancer diagnosis, while no association was found for the IES-R avoidance scale, for each one unit increase on the IES-R intrusion, hyperarousal, and total scales, survivors were 1.627 (p=.013), 1.834 (p=.014), and 1.020 (p=.047) times more likely to be in the CIPN group, respectively.

Table 1.

Differences in Demographic and Clinical Characteristics Between Each of the Neurotoxicity Groups

Characteristic Chemotherapy-induced Neuropathy Hearing Loss Tinnitus

No
31.6%
(n=197)
Yes
68.4%
(n=426)
p-value No
65.5%
(n=401)
Yes
34.5%
(n=211)
p-value No
69.0%
(n=420)
Yes
31.0%
(n=189)
p-value



Mean (SD) Mean (SD) Mean (SD) Mean (SD) Mean (SD) Mean (SD)

Age 58.4 (12.3) 60.9 (10.5) .013 58.6 (11.1) 62.7 (10.6) <.001 60.0 (11.0) 59.9 (11.3) .893

Education (years) 16.4 (2.6) 16.4 (2.8) .839 16.4 (2.7) 16.3 (2.6) .572 16.6 (2.7) 15.9 (2.7) .006

BMI (kg/m2) 24.8 (5.0) 26.6 (5.5) <.001 25.9 (5.2) 26.4 (5.9) .311 26.2 (5.6) 25.8 (5.1) .508

KPS score 91.2 (9.3) 83.2 (10.2) <.001 87.1 (10.2) 83.4 (10.7) <.001 86.4 (10.3) 84.6 (10.8) .050

SCQ score 2.9 (3.0) 4.2 (3.4) <.001 3.3 (2.9) 4.7 (3.6) <.001 3.6 (3.2) 4.2 (3.4) .031

% (n) % (n) % (n) % (n) % (n) % (n)

Female 80.7 (159) 86.6 (368) .072 87.5 (351) 79.5 (167) .012 88.8 (372) 75.7 (143) <.001

Ethnicity
  White 82.2 (162) 77.2 (329) .539 78.8 (316) 80.1 (169) .937 80.7 (339) 75.7 (143) .160
  Asian/PI 6.1 (12) 7.0 (30) 7.2 (29) 6.2 (13) 7.4 (31) 5.8 (11)
  Black 4.1 (8) 5.2 (22) 4.2 (17) 4.7 (10) 3.6 (15) 6.3 (12)
  Hispanic/other 7.6 (15) 10.6 (45) 9.7 (39) 9.0 (19) 8.3 (35) 12.2 (23)

Born prematurely 1.1 (2) 6.6 (26) .002 5.1 (19) 4.6 (9) .842 5.1 (20) 4.5 (8) .837

Cancer diagnosis .002
  Breast 57.4 (113) 54.9 (234) No significant pairwise contrasts 58.9 (236) 50.2 (106) .184 58.3 (245) 49.7 (94) .010
  Colon 4.6 (9) 9.6 (41) 8.0 (32) 7.6 (16) 7.6 (32) 8.5 (16)
  Lung 5.6 (11) 1.9 (8) 3.2 (13) 2.8 (6) 3.1 (13) 3.2 (6)
  Ovarian 4.6 (9) 10.6 (45) 8.2 (33) 9.0 (19) 10.0 (42) 5.3 (10)
  Other 27.9 (55) 23.0 (98) 21.7 (87) 30.3 (64) 21.0 (88) 33.3 (63)

CTX regimen
  Only platinum 28.6 (56) 22.3 (95) .020 22.0 (88) 28.9 (61) .167 20.0 (84) 34.4 (65) <.001
  Only taxane 51.0 (100) 46.9 (200) 49.8 (199) 45.5 (96) 49.9 (209) 44.4 (84)
  Both platinum and taxane 20.4 (40) 30.8 (131) 28.2 (113) 25.6 (211) 30.1 (126) 21.2 (40)

Abbreviations: BMI = body mass index, CTX = chemotherapy kg = kilograms, KPS = Karnofsky Performance Status, m2 = meter squared, PI = Pacific Islander, SCQ = Self-administered Comorbidity Questionnaire, SD = standard deviation

Table 2.

Differences in Impact of Event Scale-Revised Scores Between Each of the Neurotoxicity Groups

Stress scales Chemotherapy-induced Neuropathy Hearing Loss Tinnitus
No
31.6%
(n=197)
Yes
68.4%
(n=426)
p-value No
65.5%
(n=401)
Yes
34.5%
(n=211)
p-value No
69.0%
(n=420)
Yes
31.0%
(n=189)
p-value
Mean (SD) Mean (SD) Mean (SD) Mean (SD) Mean (SD) Mean (SD)
IES-R intrusion 0.5 (0.5) 0.7 (0.7) <.001 0.6 (0.6) 0.7 (0.7) .075 0.6 (0.6) 0.7 (0.7) .090
IES-R avoidance 0.6 (0.6) 0.7 (0.7) .048 0.6 (0.6) 0.7 (0.7) .163 0.7 (0.6) 0.7 (0.7) .790
IES-R hyperarousal 0.3 (0.4) 0.5 (0.7) <.001 0.4 (0.5) 0.5 (0.7) .002 0.4 (0.6) 0.5 (0.7) .020
IES-R total score 9.9 (9.5) 14.2 (13.5) <.001 12.0 (11.3) 14.4 (14.5) .033 12.3 (11.6) 14.0 (14.3) .156

Abbreviations: IES-R = Impact of Event Scale – Revised, SD = standard deviation

Table 3.

Logistic Regression Analyses for the Association Between Impact of Event Scale-Revised Scores and Chemotherapy-induced Neuropathy Group Membership

Predictor OR 95% CI p-value

IES-R Intrusion Subscale (n=543)

Age 1.032 1.013, 1.051 .001

BMI 1.051 1.008, 1.096 .020

KPS score 0.914 0.889, 0.940 <.001

Born prematurely 9.214 2.042, 41.575 .004

Cancer diagnosis* .007
  Breast 1.312 .805, 2.139 .276
  Colon 2.967 1.191, 7.395 .020
  Lung 0.660 0.200, 2.178 .495
  Ovarian 3.989 1.588, 10.020 .003

IES-R intrusion 1.627 1.110, 2.385 .013

Overall model - Χ2 = 127.74, p<.001

IES-R Avoidance Subscale (n=542)

Age 1.027 1.009, 1.046 .003

BMI 1.050 1.007, 1.095 .022

KPS score 0.907 0.883, 0.932 <.001

Born prematurely 8.460 1.864, 38.402 .006

Cancer diagnosis* .010
  Breast 1.247 0.767, 2.029 .374
  Colon 2.837 1.140, 7.058 .025
  Lung 0.593 0.179, 1.967 .393
  Ovarian 3.627 1.452, 9.058 .006

IES-R avoidance 1.090 0.785, 1.514 .605

Overall model - Χ2 = 120.89, p<.001

IES-R Hyperarousal Subscale (n=543)

Age 1.033 1.014, 1.053 .001

BMI 1.050 1.007, 1.095 .022

KPS score 0.916 0.891, 0.942 <.001

Born prematurely 8.926 1.969, 40.462 .005

Cancer diagnosis* .008
  Breast 1.268 0.779, 2.063 .339
  Colon 2.930 1.174, 7.310 .021
  Lung 0.608 0.186, 1.989 .411
  Ovarian 3.804 1.524, 9.498 .004

IES-R hyperarousal 1.834 1.133, 2.969 .014

Overall model - Χ2 = 127.93, p<.001

IES-R Total Score (n=543)

Age 1.031 1.012, 1.050 .001

BMI 1.051 1.008, 1.096 .020

KPS score 0.913 0.888, 0.938 <.001

Born prematurely 9.186 2.029, 41.585 .004

Cancer diagnosis* .008
  Breast 1.312 0.806, 2.136 .274
  Colon 2.918 1.173, 7.260 .021
  Lung 0.649 0.197, 2.138 .477
  Ovarian 3.912 1.564, 9.782 .004

IES-R total score 1.020 1.001, 1.041 .047

Overall model - Χ2 = 125.24, p<.001
*

Compared to other cancer diagnoses

Abbreviations: BMI – body mass index in kilograms/metered squared, CI = confidence interval, IES-R = Impact of Event Scale – Revised, KPS = Karnofsky Performance Status, OR = odds ratio

Hearing Loss Group Membership

Of the 613 adult cancer survivors who completed the hearing loss item, 34.5% reported hearing loss. Compared to survivors without hearing loss, survivors with hearing loss were significantly older; had a higher SCQ score and a lower KPS score; and were more likely to be male (Table 1). Compared to the survivors without hearing loss, survivors with hearing loss had significantly higher IES-R hyperarousal and total scores (Table 2). As shown in Table 4, after controlling for age, gender, KPS score, and SCQ score, while no associations were found for the IES-R intrusion, avoidance, and total scores, for each one unit increase on the IES-R hyperarousal scale, survivors were 1.569 (p=.007) times more likely to be in the hearing loss group.

Table 4.

Logistic Regression Analyses for the Association Between Impact of Event Scale-Revised Scores and Hearing Loss Group Membership

Predictor OR 95% CI p-value
IES-R Intrusion Subscale (n=589)
Age 1.045 1.026, 1.064 <.001
Gender 1.931 1.181, 3.156 .009
KPS score 0.977 0.958, 0.996 .017
SCQ score 1.094 1.030, 1.162 .003
IES-R intrusion 1.185 0.884, 1.589 .255
Overall model – Χ2 = 61.82, p<.001
IES-R Avoidance Subscale (n=587)
Age 1.043 1.025, 1.062 <.001
Gender 1.884 1.151, 3.084 .012
KPS score 0.975 0.956, 0.993 .008
SCQ score 1.097 1.033, 1.164 .003
IES-R avoidance 1.068 0.808, 1.413 .642
Overall model – Χ2 = 60.95, p<.001
IES-R Hyperarousal Subscale (n=589)
Age 1.050 1.030, 1.069 <.001
Gender 1.960 1.196, 3.212 .008
KPS score 0.982 0.963, 1.001 .065
SCQ score 1.085 1.021, 1.154 .009
IES-R hyperarousal 1.569 1.129, 2.179 .007
Overall model – Χ2 = 67.86, p<.001
IES-R Total Score (n=589)
Age 1.046 1.027, 1.065 <.001
Gender 1.901 1.163, 3.108 .010
KPS score 0.978 0.959, 0.997 .022
SCQ score 1.093 1.029, 1.161 .004
IES-R total score 1.011 0.996, 1.027 .150
Overall model – Χ2 = 62.60, p<.001

Abbreviations: CI = confidence interval, IES-R = Impact of Event Scale – Revised, KPS = Karnofsky Performance Status, OR = odds ratio, SCQ = Self-administered Comorbidity Questionnaire

Tinnitus Group Membership

Of the 609 adult cancer survivors who completed the tinnitus item, 31.0% reported tinnitus. Compared to survivors without tinnitus, survivors with tinnitus had significantly fewer years of education, a higher SCQ score, were more likely to be male, and were more likely to have another type of cancer (i.e., compared to breast, colon, lung, and ovarian), and more likely to have received a platinum containing chemotherapy regimen (Table 1). Compared to the survivors without tinnitus, survivors with tinnitus had significantly higher IES-R hyperarousal scores (Table 2). As shown in Table 5, after controlling for gender, years of education, and SCQ score, while no associations were found for the IES-R intrusion, avoidance, and total scores, for each one unit increase on the IES-R hyperarousal scale, survivors were 1.383 (p=.029) times more likely to be in the tinnitus group.

Table 5.

Logistic Regression Analyses for the Association Between Impact of Event Scale-Revised Scores and Tinnitus Group Membership

Predictor OR 95% CI p-value
IES-R Intrusion Subscale (n=592)
Gender 2.662 1.669, 4.243 <.001
Education 0.923 0.864, 0.987 .020
SCQ score 1.050 0.994, 1.109 .081
IES-R intrusion 1.242 0.947, 1.629 .117
Overall model – Χ2 = 30.82, p<.001
IES-R Avoidance Subscale (n=589)
Gender 2.696 1.691, 4.298 <.001
Education 0.932 0.872, 0.997 .041
SCQ score 1.060 1.004, 1.119 .034
IES-R avoidance 0.961 0.730, 1.265 .775
Overall model – Χ2 = 27.94, p<.001
IES-R Hyperarousal Subscale (n=592)
Gender 2.688 1.685, 4.288 <.001
Education 0.925 0.865, 0.989 .023
SCQ score 1.043 0.986, 1.102 .142
IES-R hyperarousal 1.383 1.033, 1.852 .029
Overall model – Χ2 = 33.06, p<.001
IES-R Total Score (n=592)
Gender 2.610 1.640, 4.154 <.001
Education 0.924 0.864, 0.987 .020
SCQ score 1.052 0.996, 1.111 .070
IES-R total score 1.008 0.994, 1.023 .251
Overall model – Χ2 = 29.70, p<.001

Abbreviations: CI = confidence interval, IES-R = Impact of Event Scale – Revised, OR = odds ratio, SCQ = Self-administered Comorbidity Questionnaire

DISCUSSION

This study is the first to demonstrate associations between cancer survivors’ perceptions of disease-specific stress and the occurrence of CIPN, hearing loss, and tinnitus. For all three neurotoxicities, scores on the hyperarousal subscale of the IES-R were associated with increased risk for having CIPN, hearing loss, or tinnitus. Given the cross-sectional nature of this study, the causal relationships between perceived stress and these three neurotoxicities cannot be determined. Longitudinal studies are warranted to examine the directionality of these associations in more detail.

With the addition of the hyperarousal items to the original IES, the IES-R was designed to assess current subjective distress associated with specific stressful life events (i.e., in this study, the effects of cancer and its treatment).68 The IES-R assesses three symptomatic responses from exposure to traumatic life events, namely: intrusion, avoidance, and hyperarousal. Intrusion is characterized by intrusive thoughts about various aspects of the traumatic event, sequelae, or self-conceptions; disrupted sleep, and repeated visual images. Avoidance is characterized by deliberate efforts to not think or talk about the event or to avoid reminders of the event. Hyperarousal is characterized by anger and irritability, jumpiness and an exaggerated startle response, difficulty concentrating, and hypervigilance.69

In our study, higher intrusion, hyperarousal, and total IES-R scores were associated with an increased odds of having CIPN. In fact for intrusion and hyperarousal, for each one unit increase in these scale scores, survivors were 1.6 and 1.8 times more likely to report CIPN. While the total IES-R scores for our survivors with CIPN did not reach the cutoff score that is suggestive of partial PTSD, their scores are comparable to those of patients with rheumatoid arthritis (13.4 ± 14.5) but lower than those of patients with fibromyalgia (24.6 ± 18.9)76 or low back pain (median score 23.0).77

It should be noted that the significant associations with IES-R scores and CIPN remained significant after controlling for additional potential sources of stress that could contribute to the CIPN phenotype.26,7880 First, despite relatively small number of survivors in our study who were born prematurely, this risk factor, which is known to be a major stressful life event,81,82 increased the odds of being in the CIPN group between 8.5 and 9.0 times. This finding is congruent with previous reports that suggest that early life stress is associated with the development of persistent pain.83 In addition, consistent with previous findings on stress-induced obesity,84,85 a higher BMI was associated with CIPN group membership. Finally, in the multiple logistic regression analyses, survivors with colon (OR range = 2.8 to 3.0) and ovarian (OR range = 3.6 to 4.0) cancer were more likely to be in the CIPN group compared to those in the “other” diagnosis group that included patients with cancers other than breast, colon, lung, and ovarian. These increases may reflect additional stressors associated with diagnosis-specific chemotherapy regimens (e.g., variations in cycle length, single agent versus combination drug regimens) and/or differences in overall treatment regimen. However, it should be noted that while in the univariate analyses, differences were found between the two CIPN groups in the types of chemotherapy regimens received, this characteristic did not remain significant in the multivariate analyses.

In contrast to the findings for CIPN, only the IES-R hyperarousal score was associated with hearing loss and tinnitus. However, the odds ratios for these two outcomes were similar to those for CIPN (i.e., for each one unit increase on this subscale, survivors were 1.6 and 1.4 times more likely to report hearing loss or tinnitus, respectively). The items included in the hyperarousal subscale were added to the IES-R after the American Psychiatric Association published their formal diagnostic criteria for PTSD in 1980 to capture the phenomenon of hypervigilance.69 The symptoms evaluated on this subscale include: irritability, anger, jumpiness, difficulty falling asleep, difficulty concentrating, and heightened watchfulness. Because of the cross-sectional nature of this study, the causal relationships between these hyperarousal symptoms and each of these common chemotherapy-induced neurotoxicities cannot be determined. In addition, it is not entirely clear why the intrusion and avoidance subscales, as well as the total scores of the IES-R were not associated with hearing loss or tinnitus. Additional, longitudinal research, with larger samples, may identify causal relationships between these aspects of perceived stress and chemotherapy-induced ototoxicity.

The demographic and clinical characteristics included in the final models differed for CIPN, hearing loss, and tinnitus. However, the associations that were identified are consistent with previous reports. Briefly, the occurrence of CIPN37 and hearing loss increases with age.86 In addition, males are at increased risk for both hearing loss87 and tinnitus.88 Finally, individuals with a worse comorbidity profile are more likely to report hearing loss89,90 and tinnitus.91 It should be noted that in the multivariate analyses, neither cancer diagnosis nor chemotherapy regimen were associated with hearing loss or tinnitus group membership.

While this study is the first to describe associations between disease-specific stress and -induced neurotoxicities, several limitations warrant consideration. First, because of the cross-sectional nature of this study, the causal relationships between stress and these three neurotoxicities cannot be determined. Prospective, longitudinal studies, that enroll patients prior to the initiation of chemotherapy, are warranted to determine the relationships between subjective and objective measures of stress and the development of CIPN, hearing loss, and tinnitus. Second, in this study, the characterization of hearing loss and tinnitus were based on self-report. While patients’ self-report of hearing problems is acceptable,92 future studies need to do a detailed characterization of ototoxicity in cancer survivors. In addition, we did not assess whether these survivors had hearing loss and/or tinnitus prior to the initiation of chemotherapy. Prospective studies are needed to evaluate pretreatment levels of all three neurotoxicities and the time to onset of each toxicity relative to the other two. Given the evidence that early life stress predisposes to the development of chronic pain,83 future studies should obtain self-reports on cumulative life stress using measures like the Life Stressor Checklist-Revised.93 In addition, prospective studies are needed to evaluate the impact of cumulative life stress on the development of chemotherapy-induced neurotoxicities. While the IES-R has excellent psychometric properties, future studies should include a battery of biomarkers of stress.94 In combination with longitudinal evaluations of chemotherapy-induced neurotoxicities and reports of perceived stress, the use of biomarkers will allow for an exploration of the causal mechanisms that underlie CIPN, hearing loss, and tinnitus in oncology patients who receive neurotoxic chemotherapy.

Acknowledgments

This study was funded by the National Cancer Institute (NCI, CA151692). Dr. Miaskowski is supported by a grant from the American Cancer Society and NCI (CA168960). This project was supported by the National Center for Advancing Translational Sciences, National Institutes of Health, through UCSF-CTSI Grant Number UL1 TR000004. Its contents are solely the responsibility of the authors and do not necessarily represent the official views of the NIH. Recruitment was facilitated by Dr. Susan Love Research Foundation’s Army of Women® Program.

Footnotes

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Conflict of interest: The authors have no conflict of interests to declare.

References

  • 1.Fink G. Stress, Definitions, Mechanisms, and Effects Outlined: Lessons from Anxiety. In: Fink G, editor. Stress: Concepts, Cognition, Emotion, and Behavior. London, England: Elsevier; 2016. pp. 3–11. [Google Scholar]
  • 2.McEwen BS, Gray JD, Nasca C. 60 YEARS OF NEUROENDOCRINOLOGY: Redefining neuroendocrinology: stress, sex and cognitive and emotional regulation. J Endocrinol. 2015;226:T67–83. doi: 10.1530/JOE-15-0121. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Chapman CR, Tuckett RP, Song CW. Pain and stress in a systems perspective: reciprocal neural, endocrine, and immune interactions. J Pain. 2008;9:122–145. doi: 10.1016/j.jpain.2007.09.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Dean J, Keshavan M. The neurobiology of depression: An integrated view. Asian J Psychiatr. 2017;27:101–111. doi: 10.1016/j.ajp.2017.01.025. [DOI] [PubMed] [Google Scholar]
  • 5.Kim YK, Won E. The influence of stress on neuroinflammation and alterations in brain structure and function in major depressive disorder. Behav Brain Res. 2017;329:6–11. doi: 10.1016/j.bbr.2017.04.020. [DOI] [PubMed] [Google Scholar]
  • 6.Bekhbat M, Neigh GN. Sex differences in the neuro-immune consequences of stress: Focus on depression and anxiety. Brain Behav Immun. 2017 doi: 10.1016/j.bbi.2017.02.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Bakusic J, Schaufeli W, Claes S, Godderis L. Stress, burnout and depression: A systematic review on DNA methylation mechanisms. J Psychosom Res. 2017;92:34–44. doi: 10.1016/j.jpsychores.2016.11.005. [DOI] [PubMed] [Google Scholar]
  • 8.Reich RR, Lengacher CA, Alinat CB, et al. Mindfulness-based stress reduction in post-treatment breast cancer patients: Immediate and sustained effects across multiple symptom clusters. J Pain Symptom Manage. 2017;53:85–95. doi: 10.1016/j.jpainsymman.2016.08.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Dirven BCJ, Homberg JR, Kozicz T, Henckens M. Epigenetic programming of the neuroendocrine stress response by adult life stress. J Mol Endocrinol. 2017;59:R11–R31. doi: 10.1530/JME-17-0019. [DOI] [PubMed] [Google Scholar]
  • 10.Chauvet-Gelinier JC, Bonin B. Stress, anxiety and depression in heart disease patients: A major challenge for cardiac rehabilitation. Ann Phys Rehabil Med. 2017;60:6–12. doi: 10.1016/j.rehab.2016.09.002. [DOI] [PubMed] [Google Scholar]
  • 11.Generaal E, Milaneschi Y, Jansen R, et al. The brain-derived neurotrophic factor pathway, life stress, and chronic multi-site musculoskeletal pain. Mol Pain. 2016:12. doi: 10.1177/1744806916646783. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Generaal E, Vogelzangs N, Macfarlane GJ, et al. Biological stress systems, adverse life events and the onset of chronic multisite musculoskeletal pain: a 6-year cohort study. Ann Rheum Dis. 2016;75:847–854. doi: 10.1136/annrheumdis-2014-206741. [DOI] [PubMed] [Google Scholar]
  • 13.Generaal E, Vogelzangs N, Macfarlane GJ, et al. Reduced hypothalamic-pituitary-adrenal axis activity in chronic multi-site musculoskeletal pain: partly masked by depressive and anxiety disorders. BMC Musculoskelet Disord. 2014;15:227. doi: 10.1186/1471-2474-15-227. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Leistad RB, Nilsen KB, Stovner LJ, et al. Similarities in stress physiology among patients with chronic pain and headache disorders: evidence for a common pathophysiological mechanism? J Headache Pain. 2008;9:165–175. doi: 10.1007/s10194-008-0029-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Canlon B, Theorell T, Hasson D. Associations between stress and hearing problems in humans. Hear Res. 2013;295:9–15. doi: 10.1016/j.heares.2012.08.015. [DOI] [PubMed] [Google Scholar]
  • 16.Hasson D, Theorell T, Liljeholm-Johansson Y, Canlon B. Psychosocial and physiological correlates of self-reported hearing problems in male and female musicians in symphony orchestras. Int J Psychophysiol. 2009;74:93–100. doi: 10.1016/j.ijpsycho.2009.07.009. [DOI] [PubMed] [Google Scholar]
  • 17.Hasson D, Theorell T, Westerlund H, Canlon B. Prevalence and characteristics of hearing problems in a working and non-working Swedish population. J Epidemiol Community Health. 2010;64:453–460. doi: 10.1136/jech.2009.095430. [DOI] [PubMed] [Google Scholar]
  • 18.Betz LT, Muhlberger A, Langguth B, Schecklmann M. Stress Reactivity in Chronic Tinnitus. Sci Rep. 2017;7:41521. doi: 10.1038/srep41521. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Vanneste S, Plazier M, der Loo E, et al. The neural correlates of tinnitus-related distress. Neuroimage. 2010;52:470–480. doi: 10.1016/j.neuroimage.2010.04.029. [DOI] [PubMed] [Google Scholar]
  • 20.Hebert S, Lupien SJ. Salivary cortisol levels, subjective stress, and tinnitus intensity in tinnitus sufferers during noise exposure in the laboratory. Int J Hyg Environ Health. 2009;212:37–44. doi: 10.1016/j.ijheh.2007.11.005. [DOI] [PubMed] [Google Scholar]
  • 21.Heinecke K, Weise C, Schwarz K, Rief W. Physiological and psychological stress reactivity in chronic tinnitus. J Behav Med. 2008;31:179–188. doi: 10.1007/s10865-007-9145-0. [DOI] [PubMed] [Google Scholar]
  • 22.Hebert S, Lupien SJ. The sound of stress: blunted cortisol reactivity to psychosocial stress in tinnitus sufferers. Neurosci Lett. 2007;411:138–142. doi: 10.1016/j.neulet.2006.10.028. [DOI] [PubMed] [Google Scholar]
  • 23.Arab C, Dias DP, Barbosa RT, et al. Heart rate variability measure in breast cancer patients and survivors: A systematic review. Psychoneuroendocrinology. 2016;68:57–68. doi: 10.1016/j.psyneuen.2016.02.018. [DOI] [PubMed] [Google Scholar]
  • 24.Haugland T, Wahl AK, Hofoss D, DeVon HA. Association between general self-efficacy, social support, cancer-related stress and physical health-related quality of life: a path model study in patients with neuroendocrine tumors. Health Qual Life Outcomes. 2016;14:11. doi: 10.1186/s12955-016-0413-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Brandao T, Schulz MS, Matos PM. Psychological adjustment after breast cancer: a systematic review of longitudinal studies. Psychooncology. 2017;26:917–926. doi: 10.1002/pon.4230. [DOI] [PubMed] [Google Scholar]
  • 26.Kerckhove N, Collin A, Conde S, et al. Long-term effects, pathophysiological mechanisms, and risk factors of chemotherapy-induced peripheral neuropathies: A comprehensive literature review. Front Pharmacol. 2017;8:86. doi: 10.3389/fphar.2017.00086. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Lengacher CA, Reich RR, Paterson CL, et al. Examination of broad symptom improvement resulting from mindfulness-based stress reduction in breast cancer survivors: A randomized controlled trial. J Clin Oncol. 2016;34:2827–2834. doi: 10.1200/JCO.2015.65.7874. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Dunn LB, Langford DJ, Paul SM, et al. Trajectories of fear of recurrence in women with breast cancer. Support Care Cancer. 2015;23:2033–2043. doi: 10.1007/s00520-014-2513-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Koch L, Bertram H, Eberle A, et al. Fear of recurrence in long-term breast cancer survivors-still an issue. Results on prevalence, determinants, and the association with quality of life and depression from the cancer survivorship--a multi-regional population-based study. Psychooncology. 2014;23:547–554. doi: 10.1002/pon.3452. [DOI] [PubMed] [Google Scholar]
  • 30.Crist JV, Grunfeld EA. Factors reported to influence fear of recurrence in cancer patients: a systematic review. Psychooncology. 2013;22:978–986. doi: 10.1002/pon.3114. [DOI] [PubMed] [Google Scholar]
  • 31.Simard S, Thewes B, Humphris G, et al. Fear of cancer recurrence in adult cancer survivors: a systematic review of quantitative studies. J Cancer Surviv. 2013;7:300–322. doi: 10.1007/s11764-013-0272-z. [DOI] [PubMed] [Google Scholar]
  • 32.Zafar SY. Financial toxicity of cancer care: It's time to iIntervene. J Natl Cancer Inst. 2016:108. doi: 10.1093/jnci/djv370. [DOI] [PubMed] [Google Scholar]
  • 33.Schilsky RL, Wehrwein P. Gains against cancer, but enter 'Financial Toxicity'. Manag Care. 2015;24:46–7. 52–54. [PubMed] [Google Scholar]
  • 34.Morrison C. 'Financial toxicity' looms as cancer combinations proliferate. Nat Biotechnol. 2015;33:783–784. doi: 10.1038/nbt0815-783. [DOI] [PubMed] [Google Scholar]
  • 35.Hall DL, Lennes IT, Pirl WF, Friedman ER, Park ER. Fear of recurrence or progression as a link between somatic symptoms and perceived stress among cancer survivors. Support Care Cancer. 2017;25:1401–1407. doi: 10.1007/s00520-016-3533-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Arnaboldi P, Riva S, Crico C, Pravettoni G. A systematic literature review exploring the prevalence of post-traumatic stress disorder and the role played by stress and traumatic stress in breast cancer diagnosis and trajectory. Breast Cancer. 2017;9:473–485. doi: 10.2147/BCTT.S111101. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Miaskowski C, Mastick J, Paul SM, et al. Chemotherapy-induced neuropathy in cancer survivors. J Pain Symptom Manage. 2017;54:204–218. doi: 10.1016/j.jpainsymman.2016.12.342. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Skalleberg J, Solheim O, Fossa SD, et al. Long-term ototoxicity in women after cisplatin treatment for ovarian germ cell cancer. Gynecol Oncol. 2017;145:148–153. doi: 10.1016/j.ygyno.2017.02.006. [DOI] [PubMed] [Google Scholar]
  • 39.Waissbluth S, Peleva E, Daniel SJ. Platinum-induced ototoxicity: a review of prevailing ototoxicity criteria. Eur Arch Otorhinolaryngol. 2017;274:1187–1196. doi: 10.1007/s00405-016-4117-z. [DOI] [PubMed] [Google Scholar]
  • 40.Landier W. Ototoxicity and cancer therapy. Cancer. 2016;122:1647–1658. doi: 10.1002/cncr.29779. [DOI] [PubMed] [Google Scholar]
  • 41.Frisina RD, Wheeler HE, Fossa SD, et al. Comprehensive audiometric analysis of hearing impairment and tinnitus after cisplatin-based chemotherapy in survivors of adult-onset cancer. J Clin Oncol. 2016;34:2712–2720. doi: 10.1200/JCO.2016.66.8822. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Hjelle LV, Bremnes RM, Gundersen PO, et al. Associations between long-term serum platinum and neurotoxicity and ototoxicity, endocrine gonadal function, and cardiovascular disease in testicular cancer survivors. Urol Oncol. 2016;34:487. doi: 10.1016/j.urolonc.2016.06.012. [DOI] [PubMed] [Google Scholar]
  • 43.Travis LB, Fossa SD, Sesso HD, et al. Chemotherapy-induced peripheral neurotoxicity and ototoxicity: new paradigms for translational genomics. J Natl Cancer Inst. 2014:106. doi: 10.1093/jnci/dju044. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Seretny M, Currie GL, Sena ES, et al. Incidence, prevalence, and predictors of chemotherapy-induced peripheral neuropathy: A systematic review and meta-analysis. Pain. 2014;155:2461–2470. doi: 10.1016/j.pain.2014.09.020. [DOI] [PubMed] [Google Scholar]
  • 45.Fukuda Y, Li Y, Segal RA. A mechanistic understanding of axon degeneration in chemotherapy-induced peripheral neuropathy. Front Neurosci. 2017;11:481. doi: 10.3389/fnins.2017.00481. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Woda A, Picard P, Dutheil F. Dysfunctional stress responses in chronic pain. Psychoneuroendocrinology. 2016;71:127–135. doi: 10.1016/j.psyneuen.2016.05.017. [DOI] [PubMed] [Google Scholar]
  • 47.Thieme K, Turk DC, Gracely RH, Maixner W, Flor H. The relationship among psychological and psychophysiological characteristics of fibromyalgia patients. J Pain. 2015;16:186–196. doi: 10.1016/j.jpain.2014.11.009. [DOI] [PubMed] [Google Scholar]
  • 48.Ylikoski J, Lehtimaki J, Pirvola U, et al. Non-invasive vagus nerve stimulation reduces sympathetic preponderance in patients with tinnitus. Acta Otolaryngol. 2017;137:426–431. doi: 10.1080/00016489.2016.1269197. [DOI] [PubMed] [Google Scholar]
  • 49.Vanneste S, De Ridder D. Brain areas controlling heart rate variability in tinnitus and tinnitus-related distress. PLoS One. 2013;8:e59728. doi: 10.1371/journal.pone.0059728. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Job A, Raynal M, Kossowski M, et al. Otoacoustic detection of risk of early hearing loss in ears with normal audiograms: a 3-year follow-up study. Hear Res. 2009;251:10–16. doi: 10.1016/j.heares.2009.02.008. [DOI] [PubMed] [Google Scholar]
  • 51.Tambs K, Hoffman HJ, Borchgrevink HM, Holmen J, Engdahl B. Hearing loss induced by occupational and impulse noise: results on threshold shifts by frequencies, age and gender from the Nord-Trondelag Hearing Loss Study. Int J Audiol. 2006;45:309–317. doi: 10.1080/14992020600582166. [DOI] [PubMed] [Google Scholar]
  • 52.Hebert S, Paiement P, Lupien SJ. A physiological correlate for the intolerance to both internal and external sounds. Hear Res. 2004;190:1–9. doi: 10.1016/S0378-5955(04)00021-8. [DOI] [PubMed] [Google Scholar]
  • 53.Preminger JE, Meeks S. The influence of mood on the perception of hearing-loss related quality of life in people with hearing loss and their significant others. Int J Audiol. 2010;49:263–271. doi: 10.3109/14992020903311396. [DOI] [PubMed] [Google Scholar]
  • 54.Driscoll MA, Higgins DM, Seng EK, et al. Trauma, social support, family conflict, and chronic pain in recent service veterans: does gender matter? Pain Med. 2015;16:1101–1011. doi: 10.1111/pme.12744. [DOI] [PubMed] [Google Scholar]
  • 55.Durai M, O'Keeffe MG, Searchfield GD. The personality profile of tinnitus sufferers and a nontinnitus control group. J Am Acad Audiol. 2017;28:271–282. doi: 10.3766/jaaa.15103. [DOI] [PubMed] [Google Scholar]
  • 56.Lehane CM, Dammeyer J, Elsass P. Sensory loss and its consequences for couples' psychosocial and relational wellbeing: an integrative review. Aging Ment Health. 2017;21:337–347. doi: 10.1080/13607863.2015.1132675. [DOI] [PubMed] [Google Scholar]
  • 57.Williams KC, Falkum E, Martinsen EW. Fear of negative evaluation, avoidance and mental distress among hearing-impaired employees. Rehabil Psychol. 2015;60:51–58. doi: 10.1037/rep0000028. [DOI] [PubMed] [Google Scholar]
  • 58.Jensen MP, Gammaitoni AR, Olaleye DO, et al. The pain quality assessment scale: assessment of pain quality in carpal tunnel syndrome. J Pain. 2006;7:823–832. doi: 10.1016/j.jpain.2006.04.003. [DOI] [PubMed] [Google Scholar]
  • 59.Victor TW, Jensen MP, Gammaitoni AR, et al. The dimensions of pain quality: factor analysis of the Pain Quality Assessment Scale. Clin J Pain. 2008;24:550–555. doi: 10.1097/AJP.0b013e31816b1058. [DOI] [PubMed] [Google Scholar]
  • 60.Rotthier A, Baets J, Vriendt ED, et al. Genes for hereditary sensory and autonomic neuropathies: a genotype-phenotype correlation. Brain. 2009 doi: 10.1093/brain/awp198. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 61.McFarland R, Turnbull DM. Batteries not included: diagnosis and management of mitochondrial disease. J Intern Med. 2009;265:210–228. doi: 10.1111/j.1365-2796.2008.02066.x. [DOI] [PubMed] [Google Scholar]
  • 62.Karnofsky D. Performance scale. New York: Plenum Press; 1977. [Google Scholar]
  • 63.Karnofsky D, Abelmann WH, Craver LV, Burchenal JH. The use of nitrogen mustards in the palliative treatment of carcinoma. Cancer. 1948;1:634–656. [Google Scholar]
  • 64.Schnadig ID, Fromme EK, Loprinzi CL, et al. Patient-physician disagreement regarding performance status is associated with worse survivorship in patients with advanced cancer. Cancer. 2008;113:2205–2214. doi: 10.1002/cncr.23856. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 65.Brunner F, Bachmann LM, Weber U, et al. Complex regional pain syndrome 1--the Swiss cohort study. BMC Musculoskelet Disord. 2008;9:92. doi: 10.1186/1471-2474-9-92. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 66.Cieza A, Geyh S, Chatterji S, et al. Identification of candidate categories of the International Classification of Functioning Disability and Health (ICF) for a Generic ICF Core Set based on regression modelling. BMC Med Res Methodol. 2006;6:36. doi: 10.1186/1471-2288-6-36. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 67.Huang HQ, Brady MF, Cella D, Fleming G. Validation and reduction of FACT/GOG-Ntx subscale for platinum/paclitaxel-induced neurologic symptoms: a gynecologic oncology group study. Int J Gynecol Cancer. 2007;17:387–393. doi: 10.1111/j.1525-1438.2007.00794.x. [DOI] [PubMed] [Google Scholar]
  • 68.Horowitz M, Wilner N, Alvarez W. Impact of Event Scale: a measure of subjective stress. Psychosom Med. 1979;41:209–218. doi: 10.1097/00006842-197905000-00004. [DOI] [PubMed] [Google Scholar]
  • 69.Weiss DS, Marmar CR. The Impact of Event Scale - Revised. New York: Guilford Press; 1997. [Google Scholar]
  • 70.Creamer M, Bell R, Failla S. Psychometric properties of the Impact of Event Scale -Revised. Behav Res Ther. 2003;41:1489–1496. doi: 10.1016/j.brat.2003.07.010. [DOI] [PubMed] [Google Scholar]
  • 71.Civilotti C, Castelli L, Binaschi L, et al. Dissociative symptomatology in cancer patients. Front Psychol. 2015;6:118. doi: 10.3389/fpsyg.2015.00118. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 72.Sundin EC, Horowitz MJ. Impact of Event Scale: psychometric properties. Br J Psychiatry. 2002;180:205–209. doi: 10.1192/bjp.180.3.205. [DOI] [PubMed] [Google Scholar]
  • 73.SPSS. IBM SPSS for Windows (Version 23) Armonk, NY: SPSS, Inc.; 2015. [Google Scholar]
  • 74.Rothman KJ. No adjustments are needed for multiple comparisons. Epidemiology. 1990;1:43–46. [PubMed] [Google Scholar]
  • 75.Hattersley AT, McCarthy MI. What makes a good genetic association study? Lancet. 2005;366:1315–1323. doi: 10.1016/S0140-6736(05)67531-9. [DOI] [PubMed] [Google Scholar]
  • 76.Kellogg AP, Pop-Busui R. Peripheral nerve dysfunction in experimental diabetes is mediated by cyclooxygenase-2 and oxidative stress. Antioxid Redox Signal. 2005;7:1521–1529. doi: 10.1089/ars.2005.7.1521. [DOI] [PubMed] [Google Scholar]
  • 77.Tsuboi Y, Ueda Y, Naruse F, Ono R. The association between perceived stress and low back pain among eldercare workers in Japan. J Occup Environ Med. 2017;59:765–767. doi: 10.1097/JOM.0000000000001062. [DOI] [PubMed] [Google Scholar]
  • 78.McCrary JM, Goldstein D, Boyle F, et al. Optimal clinical assessment strategies for chemotherapy-induced peripheral neuropathy (CIPN): a systematic review and Delphi survey. Support Care Cancer. 2017 doi: 10.1007/s00520-017-3772-y. [DOI] [PubMed] [Google Scholar]
  • 79.Zhang X, Chen WW, Huang WJ. Chemotherapy-induced peripheral neuropathy. Biomed Rep. 2017;6:267–271. doi: 10.3892/br.2017.851. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 80.Banach M, Juranek JK, Zygulska AL. Chemotherapy-induced neuropathies-a growing problem for patients and health care providers. Brain Behav. 2017;7:e00558. doi: 10.1002/brb3.558. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 81.Mooney-Leber SM, Brummelte S. Neonatal pain and reduced maternal care: Early-life stressors interacting to impact brain and behavioral development. Neuroscience. 2017;342:21–36. doi: 10.1016/j.neuroscience.2016.05.001. [DOI] [PubMed] [Google Scholar]
  • 82.Vinall J, Grunau RE. Impact of repeated procedural pain-related stress in infants born very preterm. Pediatr Res. 2014;75:584–587. doi: 10.1038/pr.2014.16. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 83.Burke NN, Finn DP, McGuire BE, Roche M. Psychological stress in early life as a predisposing factor for the development of chronic pain: Clinical and preclinical evidence and neurobiological mechanisms. J Neurosci Res. 2017;95:1257–1270. doi: 10.1002/jnr.23802. [DOI] [PubMed] [Google Scholar]
  • 84.Dallman MF. Stress-induced obesity and the emotional nervous system. Trends Endocrinol Metab. 2010;21:159–165. doi: 10.1016/j.tem.2009.10.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 85.Dallman MF, Pecoraro NC, La Fleur SE, et al. Glucocorticoids, chronic stress, and obesity. Prog Brain Res. 2006;153:75–105. doi: 10.1016/S0079-6123(06)53004-3. [DOI] [PubMed] [Google Scholar]
  • 86.Davis A, McMahon CM, Pichora-Fuller KM, et al. Aging and Hearing Health: The Life-course Approach. Gerontologist. 2016;56(Suppl 2):S256–267. doi: 10.1093/geront/gnw033. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 87.Pinto JM, Kern DW, Wroblewski KE, et al. Sensory function: insights from Wave 2 of the National Social Life, Health, and Aging Project. J Gerontol B Psychol Sci Soc Sci. 2014;69(Suppl 2):S144–153. doi: 10.1093/geronb/gbu102. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 88.McCormack A, Edmondson-Jones M, Somerset S, Hall D. A systematic review of the reporting of tinnitus prevalence and severity. Hear Res. 2016;337:70–79. doi: 10.1016/j.heares.2016.05.009. [DOI] [PubMed] [Google Scholar]
  • 89.Kim MB, Zhang Y, Chang Y, et al. Diabetes mellitus and the incidence of hearing loss: a cohort study. Int J Epidemiol. 2016 doi: 10.1093/ije/dyw243. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 90.Tan HE, Lan NSR, Knuiman MW, et al. Associations between cardiovascular disease and its risk factors with hearing loss-A cross-sectional analysis. Clin Otolaryngol. 2017 doi: 10.1111/coa.12936. [DOI] [PubMed] [Google Scholar]
  • 91.Kim HJ, Lee HJ, An SY, et al. Analysis of the prevalence and associated risk factors of tinnitus in adults. PLoS One. 2015;10:e0127578. doi: 10.1371/journal.pone.0127578. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 92.Nondahl DM, Cruickshanks KJ, Wiley TL, et al. Accuracy of self-reported hearing loss. Audiology. 1998;37:295–301. doi: 10.3109/00206099809072983. [DOI] [PubMed] [Google Scholar]
  • 93.Wolfe J, Kimmerling R. Gender issues in the assessment of posttraumatic stress disorder. New York: Guilford; 1997. [Google Scholar]
  • 94.McEwen BS. Biomarkers for assessing population and individual health and disease related to stress and adaptation. Metabolism. 2015;64:S2–S10. doi: 10.1016/j.metabol.2014.10.029. [DOI] [PubMed] [Google Scholar]

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