Skip to main content
Top
Published in:

Open Access 01-12-2024 | Research

Deficits in prosodic speech-in-noise recognition in schizophrenia patients and its association with psychiatric symptoms

Authors: Shenglin She, Bingyan Gong, Qiuhong Li, Yu Xia, Xiaohua Lu, Yi Liu, Huawang Wu, Chao Wu, Yingjun Zheng

Published in: BMC Psychiatry | Issue 1/2024

Login to get access

Abstract

Background

Uncertainty in speech perception and emotional disturbances are intertwined with psychiatric symptoms. How prosody embedded in target speech affects speech-in-noise recognition (SR) and is related to psychiatric symptoms in patients with schizophrenia (SCHs) remains unclear. This study aimed to examine the neural substrates of prosodic SR deficits and their associations with psychiatric symptom dimensions in patients with schizophrenia.

Methods

Fifty-four SCHs and 59 healthy control participants (HCs) completed the SR task (participants were required to identify the contents of the target pseudo-sentences expressed in neutral, happy, sad, angry, fearful, and disgusted prosody by actors), positive and negative syndrome scale (PANSS) assessment, and magnetic resonance imaging scanning. We examined the deficits of the six prosodic SRs in schizophrenia patients and their associations with brain gray matter volume (GMV) and psychiatric symptoms.

Results

Negative emotional (sad, angry, fearful, and disgusted) prosodies of the target sentences worsened SR across groups. Both participant groups had equal SR between the neutral and happy prosody conditions. Compared to the anger and disgusted conditions, SCHs and HCs had better SR under sad and fearful conditions. Better prosodic SR was associated with shorter duration and lower local shimmer of target sentences. A partial least squares (PLS) component of GMV (covering 47 brain regions with group differences) was associated with six prosodic SRs. The happy SR was associated with the PANSS total, negative, and general scores, adjusting for covariates.

Conclusions

Negative emotional prosodies of the target sentences dampened the recognition of the target sentences. The prosodic SR abnormalities in SCHs were associated with not only brain GMV reductions in the regions involved in the processing of sensorimotor, speech, and emotion but also with negative and general psychiatric symptoms. These findings suggest the possibility of improving negative symptoms by improving a happy SR in schizophrenia patients based on neuroplasticity.
Literature
2.
go back to reference McCutcheon RA, Reis Marques T, Howes OD. Schizophrenia-an overview. JAMA Psychiat. 2020;77(2):201–10.CrossRef McCutcheon RA, Reis Marques T, Howes OD. Schizophrenia-an overview. JAMA Psychiat. 2020;77(2):201–10.CrossRef
3.
go back to reference Aleman A, Lincoln TM, Bruggeman R, Melle I, Arends J, Arango C, Knegtering H. Treatment of negative symptoms: where do we stand, and where do we go? Schizophr Res. 2017;186:55–62.PubMedCrossRef Aleman A, Lincoln TM, Bruggeman R, Melle I, Arends J, Arango C, Knegtering H. Treatment of negative symptoms: where do we stand, and where do we go? Schizophr Res. 2017;186:55–62.PubMedCrossRef
4.
go back to reference van der Meer L, Kaiser S, Castelein S. Negative symptoms in schizophrenia: reconsidering evidence and focus in clinical trials. Br J Psychiatry. 2021;219(1):359–60.PubMedCrossRef van der Meer L, Kaiser S, Castelein S. Negative symptoms in schizophrenia: reconsidering evidence and focus in clinical trials. Br J Psychiatry. 2021;219(1):359–60.PubMedCrossRef
5.
go back to reference Molina JL, Thomas ML, Joshi YB, Hochberger WC, Koshiyama D, Nungaray JA, Cardoso L, Sprock J, Braff DL, Swerdlow NR, et al. Gamma oscillations predict pro-cognitive and clinical response to auditory-based cognitive training in schizophrenia. Transl Psychiatry. 2020;10(1):405.PubMedPubMedCentralCrossRef Molina JL, Thomas ML, Joshi YB, Hochberger WC, Koshiyama D, Nungaray JA, Cardoso L, Sprock J, Braff DL, Swerdlow NR, et al. Gamma oscillations predict pro-cognitive and clinical response to auditory-based cognitive training in schizophrenia. Transl Psychiatry. 2020;10(1):405.PubMedPubMedCentralCrossRef
6.
go back to reference Mothersill D, Donohoe G. Neural effects of cognitive training in schizophrenia: a systematic review and activation likelihood estimation meta-analysis. Biol Psychiatry Cogn Neurosci Neuroimaging. 2019;4(8):688–96.PubMed Mothersill D, Donohoe G. Neural effects of cognitive training in schizophrenia: a systematic review and activation likelihood estimation meta-analysis. Biol Psychiatry Cogn Neurosci Neuroimaging. 2019;4(8):688–96.PubMed
7.
go back to reference Lejeune JA, Northrop A, Kurtz MM. A meta-analysis of cognitive remediation for schizophrenia: efficacy and the role of participant and treatment factors. Schizophr Bull. 2021;47(4):997–1006.PubMedPubMedCentralCrossRef Lejeune JA, Northrop A, Kurtz MM. A meta-analysis of cognitive remediation for schizophrenia: efficacy and the role of participant and treatment factors. Schizophr Bull. 2021;47(4):997–1006.PubMedPubMedCentralCrossRef
8.
go back to reference Yeo H, Yoon S, Lee J, Kurtz MM, Choi K. A meta-analysis of the effects of social-cognitive training in schizophrenia: the role of treatment characteristics and study quality. Br J Clin Psychol. 2022;61(1):37–57.PubMedCrossRef Yeo H, Yoon S, Lee J, Kurtz MM, Choi K. A meta-analysis of the effects of social-cognitive training in schizophrenia: the role of treatment characteristics and study quality. Br J Clin Psychol. 2022;61(1):37–57.PubMedCrossRef
9.
go back to reference Brunelin J, d’Amato T, Brun P, Bediou B, Kallel L, Senn M, Poulet E, Saoud M. Impaired verbal source monitoring in schizophrenia: an intermediate trait vulnerability marker? Schizophr Res. 2007;89(1–3):287–92.PubMedCrossRef Brunelin J, d’Amato T, Brun P, Bediou B, Kallel L, Senn M, Poulet E, Saoud M. Impaired verbal source monitoring in schizophrenia: an intermediate trait vulnerability marker? Schizophr Res. 2007;89(1–3):287–92.PubMedCrossRef
10.
go back to reference Dondé C, Mondino M, Leitman DI, Javitt DC, Suaud-Chagny MF, D’Amato T, Brunelin J, Haesebaert F. Are basic auditory processes involved in source-monitoring deficits in patients with schizophrenia? Schizophr Res. 2019;210:135–42.PubMedCrossRef Dondé C, Mondino M, Leitman DI, Javitt DC, Suaud-Chagny MF, D’Amato T, Brunelin J, Haesebaert F. Are basic auditory processes involved in source-monitoring deficits in patients with schizophrenia? Schizophr Res. 2019;210:135–42.PubMedCrossRef
11.
go back to reference Wu C, Cao S, Zhou F, Wang C, Wu X, Li L. Masking of speech in people with first-episode schizophrenia and people with chronic schizophrenia. Schizophr Res. 2012;134(1):33–41.PubMedCrossRef Wu C, Cao S, Zhou F, Wang C, Wu X, Li L. Masking of speech in people with first-episode schizophrenia and people with chronic schizophrenia. Schizophr Res. 2012;134(1):33–41.PubMedCrossRef
13.
go back to reference Wu C, Zheng Y, Li J, She S, Peng H, Li L. Cortical gray matter loss, augmented vulnerability to speech-on-speech masking, and delusion in people with schizophrenia. Front Psychiatry. 2018;9:287.PubMedPubMedCentralCrossRef Wu C, Zheng Y, Li J, She S, Peng H, Li L. Cortical gray matter loss, augmented vulnerability to speech-on-speech masking, and delusion in people with schizophrenia. Front Psychiatry. 2018;9:287.PubMedPubMedCentralCrossRef
14.
go back to reference Abdul Wahab NA, Zakaria MN, Abdul Rahman AH, Sidek D, Wahab S. Listening to sentences in noise: revealing binaural hearing challenges in patients with schizophrenia. Psychiatry Investig. 2017;14(6):786–94.PubMedPubMedCentralCrossRef Abdul Wahab NA, Zakaria MN, Abdul Rahman AH, Sidek D, Wahab S. Listening to sentences in noise: revealing binaural hearing challenges in patients with schizophrenia. Psychiatry Investig. 2017;14(6):786–94.PubMedPubMedCentralCrossRef
15.
go back to reference Ross LA, Saint-Amour D, Leavitt VM, Molholm S, Javitt DC, Foxe JJ. Impaired multisensory processing in schizophrenia: deficits in the visual enhancement of speech comprehension under noisy environmental conditions. Schizophr Res. 2007;97(1–3):173–83.PubMedCrossRef Ross LA, Saint-Amour D, Leavitt VM, Molholm S, Javitt DC, Foxe JJ. Impaired multisensory processing in schizophrenia: deficits in the visual enhancement of speech comprehension under noisy environmental conditions. Schizophr Res. 2007;97(1–3):173–83.PubMedCrossRef
16.
go back to reference Swerdlow NR, Bhakta SG, Talledo J, Kotz J, Roberts BZ, Clifford RE, Thomas ML, Joshi YB, Molina JL, Light GA. Memantine effects on auditory discrimination and training in schizophrenia patients. Neuropsychopharmacology. 2020;45(13):2180–8.PubMedPubMedCentralCrossRef Swerdlow NR, Bhakta SG, Talledo J, Kotz J, Roberts BZ, Clifford RE, Thomas ML, Joshi YB, Molina JL, Light GA. Memantine effects on auditory discrimination and training in schizophrenia patients. Neuropsychopharmacology. 2020;45(13):2180–8.PubMedPubMedCentralCrossRef
17.
go back to reference Swerdlow NR, Bhakta SG, Talledo J, Benster L, Kotz J, Vinogradov S, Molina JL, Light GA. Auditory discrimination and frequency modulation learning in schizophrenia patients: amphetamine within-subject dose response and time course. Psychol Med. 2023;53(1):140–8. Swerdlow NR, Bhakta SG, Talledo J, Benster L, Kotz J, Vinogradov S, Molina JL, Light GA. Auditory discrimination and frequency modulation learning in schizophrenia patients: amphetamine within-subject dose response and time course. Psychol Med. 2023;53(1):140–8.
18.
go back to reference Ramage EM, Klimas N, Vogel SJ, Vertinski M, Yerkes BD, Flores A, Sutton GP, Ringdahl EN, Allen DN, Snyder JS. Concurrent sound segregation impairments in schizophrenia: the contribution of auditory-specific and general cognitive factors. Schizophr Res. 2016;170(1):95–101.PubMedCrossRef Ramage EM, Klimas N, Vogel SJ, Vertinski M, Yerkes BD, Flores A, Sutton GP, Ringdahl EN, Allen DN, Snyder JS. Concurrent sound segregation impairments in schizophrenia: the contribution of auditory-specific and general cognitive factors. Schizophr Res. 2016;170(1):95–101.PubMedCrossRef
19.
go back to reference Formisano E, Hausfeld L. The dialog of primary and non-primary auditory cortex at the ‘cocktail party.’ Neuron. 2019;104(6):1029–31.PubMedCrossRef Formisano E, Hausfeld L. The dialog of primary and non-primary auditory cortex at the ‘cocktail party.’ Neuron. 2019;104(6):1029–31.PubMedCrossRef
20.
go back to reference Peelle JE. Speech comprehension: stimulating discussions at a cocktail party. Curr Biol. 2018;28(2):R68-r70.PubMedCrossRef Peelle JE. Speech comprehension: stimulating discussions at a cocktail party. Curr Biol. 2018;28(2):R68-r70.PubMedCrossRef
21.
go back to reference Wu C, Zheng Y, Li J, Wu H, She S, Liu S, Ning Y, Li L. Brain substrates underlying auditory speech priming in healthy listeners and listeners with schizophrenia. Psychol Med. 2017;47(5):837–52.PubMedCrossRef Wu C, Zheng Y, Li J, Wu H, She S, Liu S, Ning Y, Li L. Brain substrates underlying auditory speech priming in healthy listeners and listeners with schizophrenia. Psychol Med. 2017;47(5):837–52.PubMedCrossRef
22.
go back to reference Molina JL, Joshi YB, Nungaray JA, Thomas ML, Sprock J, Clayson PE, Sanchez VA, Attarha M, Biagianti B, Swerdlow NR, et al. Central auditory processing deficits in schizophrenia: effects of auditory-based cognitive training. Schizophr Res. 2021;236:135–41.PubMedPubMedCentralCrossRef Molina JL, Joshi YB, Nungaray JA, Thomas ML, Sprock J, Clayson PE, Sanchez VA, Attarha M, Biagianti B, Swerdlow NR, et al. Central auditory processing deficits in schizophrenia: effects of auditory-based cognitive training. Schizophr Res. 2021;236:135–41.PubMedPubMedCentralCrossRef
23.
go back to reference Zheng Y, Wu C, Li J, Wu H, She S, Liu S, Mao L, Ning Y, Li L. Brain substrates of perceived spatial separation between speech sources under simulated reverberant listening conditions in schizophrenia. Psychol Med. 2016;46(3):477–91.PubMedCrossRef Zheng Y, Wu C, Li J, Wu H, She S, Liu S, Mao L, Ning Y, Li L. Brain substrates of perceived spatial separation between speech sources under simulated reverberant listening conditions in schizophrenia. Psychol Med. 2016;46(3):477–91.PubMedCrossRef
24.
go back to reference Zheng Y, Li Q, Gong B, Xia Y, Lu X, Liu Y, Wu H, She S, Wu C. Negative-emotion-induced reduction in speech-in-noise recognition is associated with source-monitoring deficits and psychiatric symptoms in mandarin-speaking patients with schizophrenia. Compr Psychiatry. 2023;124:152395.PubMedCrossRef Zheng Y, Li Q, Gong B, Xia Y, Lu X, Liu Y, Wu H, She S, Wu C. Negative-emotion-induced reduction in speech-in-noise recognition is associated with source-monitoring deficits and psychiatric symptoms in mandarin-speaking patients with schizophrenia. Compr Psychiatry. 2023;124:152395.PubMedCrossRef
25.
go back to reference Li J, Han ZR, Gao MM, Sun X, Ahemaitijiang N. Psychometric properties of the Chinese version of the Difficulties in Emotion Regulation Scale (DERS): factor structure, reliability, and validity. Psychol Assess. 2018;30(5):e1–9.PubMedCrossRef Li J, Han ZR, Gao MM, Sun X, Ahemaitijiang N. Psychometric properties of the Chinese version of the Difficulties in Emotion Regulation Scale (DERS): factor structure, reliability, and validity. Psychol Assess. 2018;30(5):e1–9.PubMedCrossRef
26.
go back to reference Wu C, Zheng Y, Li J, Zhang B, Li R, Wu H, She S, Liu S, Peng H, Ning Y, et al. Activation and functional connectivity of the left inferior temporal gyrus during visual speech priming in healthy listeners and listeners with schizophrenia. Front Neurosci. 2017;11:107.PubMedPubMedCentralCrossRef Wu C, Zheng Y, Li J, Zhang B, Li R, Wu H, She S, Liu S, Peng H, Ning Y, et al. Activation and functional connectivity of the left inferior temporal gyrus during visual speech priming in healthy listeners and listeners with schizophrenia. Front Neurosci. 2017;11:107.PubMedPubMedCentralCrossRef
27.
go back to reference Kantrowitz JT, Hoptman MJ, Leitman DI, Moreno-Ortega M, Lehrfeld JM, Dias E, Sehatpour P, Laukka P, Silipo G, Javitt DC. Neural substrates of auditory emotion recognition deficits in schizophrenia. J Neurosci. 2015;35(44):14909–21.PubMedPubMedCentralCrossRef Kantrowitz JT, Hoptman MJ, Leitman DI, Moreno-Ortega M, Lehrfeld JM, Dias E, Sehatpour P, Laukka P, Silipo G, Javitt DC. Neural substrates of auditory emotion recognition deficits in schizophrenia. J Neurosci. 2015;35(44):14909–21.PubMedPubMedCentralCrossRef
28.
go back to reference Gong B, Li Q, Zhao Y, Wu C. Auditory emotion recognition deficits in schizophrenia: a systematic review and meta-analysis. Asian J Psychiatr. 2021;65:102820.PubMedCrossRef Gong B, Li Q, Zhao Y, Wu C. Auditory emotion recognition deficits in schizophrenia: a systematic review and meta-analysis. Asian J Psychiatr. 2021;65:102820.PubMedCrossRef
29.
go back to reference Alba-Ferrara L, Fernyhough C, Weis S, Mitchell RL, Hausmann M. Contributions of emotional prosody comprehension deficits to the formation of auditory verbal hallucinations in schizophrenia. Clin Psychol Rev. 2012;32(4):244–50.PubMedCrossRef Alba-Ferrara L, Fernyhough C, Weis S, Mitchell RL, Hausmann M. Contributions of emotional prosody comprehension deficits to the formation of auditory verbal hallucinations in schizophrenia. Clin Psychol Rev. 2012;32(4):244–50.PubMedCrossRef
30.
go back to reference Suhr JA. Executive functioning deficits in hypothetically psychosis-prone college students. Schizophr Res. 1997;27(1):29–35.PubMedCrossRef Suhr JA. Executive functioning deficits in hypothetically psychosis-prone college students. Schizophr Res. 1997;27(1):29–35.PubMedCrossRef
31.
go back to reference Liu J, Subramaniam M, Chong SA, Mahendran R. Maladaptive cognitive emotion regulation strategies and positive symptoms in schizophrenia spectrum disorders: the mediating role of global emotion dysregulation. Clin Psychol Psychother. 2020;27(6):826–36.PubMedCrossRef Liu J, Subramaniam M, Chong SA, Mahendran R. Maladaptive cognitive emotion regulation strategies and positive symptoms in schizophrenia spectrum disorders: the mediating role of global emotion dysregulation. Clin Psychol Psychother. 2020;27(6):826–36.PubMedCrossRef
32.
go back to reference Limongi R, Silva AM, Mackinley M, Ford SD, Palaniyappan L. Active inference, epistemic value, and uncertainty in conceptual disorganization in first-episode schizophrenia. Schizophr Bull. 2023;49(Supplement_2):S115-s124.PubMedPubMedCentralCrossRef Limongi R, Silva AM, Mackinley M, Ford SD, Palaniyappan L. Active inference, epistemic value, and uncertainty in conceptual disorganization in first-episode schizophrenia. Schizophr Bull. 2023;49(Supplement_2):S115-s124.PubMedPubMedCentralCrossRef
33.
go back to reference Shea TL, Sergejew AA, Burnham D, Jones C, Rossell SL, Copolov DL, Egan GF. Emotional prosodic processing in auditory hallucinations. Schizophr Res. 2007;90(1–3):214–20.PubMedCrossRef Shea TL, Sergejew AA, Burnham D, Jones C, Rossell SL, Copolov DL, Egan GF. Emotional prosodic processing in auditory hallucinations. Schizophr Res. 2007;90(1–3):214–20.PubMedCrossRef
34.
go back to reference Association AP. Diagnostic and statistical manual of mental disorders, fifth edition (DSM-5). Arlington: American Psychiatric Association; 2013.CrossRef Association AP. Diagnostic and statistical manual of mental disorders, fifth edition (DSM-5). Arlington: American Psychiatric Association; 2013.CrossRef
35.
go back to reference Gong B, Li N, Li Q, Yan X, Chen J, Li L, Wu X, Wu C. The Mandarin Chinese auditory emotions stimulus database: a validated set of Chinese pseudo-sentences. Behav Res Methods. 2023;55(3):1441–59.PubMedCrossRef Gong B, Li N, Li Q, Yan X, Chen J, Li L, Wu X, Wu C. The Mandarin Chinese auditory emotions stimulus database: a validated set of Chinese pseudo-sentences. Behav Res Methods. 2023;55(3):1441–59.PubMedCrossRef
36.
go back to reference Yang Z, Jing C, Huang Q, Wu X, Wu Y, Schneider BA, Liang L. The effect of voice cuing on releasing Chinese speech from informational masking. Speech Commun. 2007;49(12):892–904.CrossRef Yang Z, Jing C, Huang Q, Wu X, Wu Y, Schneider BA, Liang L. The effect of voice cuing on releasing Chinese speech from informational masking. Speech Commun. 2007;49(12):892–904.CrossRef
37.
go back to reference Wolfram S. Mathematica : [electronic resource] a system for doing mathematics by computer. Am Math Mon. 1989;96(9):855. Wolfram S. Mathematica : [electronic resource] a system for doing mathematics by computer. Am Math Mon. 1989;96(9):855.
38.
go back to reference Wu BJ, Lan TH, Hu TM, Lee SM, Liou JY. Validation of a five-factor model of a Chinese Mandarin version of the Positive and Negative Syndrome Scale (CMV-PANSS) in a sample of 813 schizophrenia patients. Schizophr Res. 2015;169(1–3):489–90.PubMedCrossRef Wu BJ, Lan TH, Hu TM, Lee SM, Liou JY. Validation of a five-factor model of a Chinese Mandarin version of the Positive and Negative Syndrome Scale (CMV-PANSS) in a sample of 813 schizophrenia patients. Schizophr Res. 2015;169(1–3):489–90.PubMedCrossRef
40.
41.
go back to reference Krishnan A, Williams LJ, McIntosh AR, Abdi H. Partial Least Squares (PLS) methods for neuroimaging: a tutorial and review. Neuroimage. 2011;56(2):455–75.PubMedCrossRef Krishnan A, Williams LJ, McIntosh AR, Abdi H. Partial Least Squares (PLS) methods for neuroimaging: a tutorial and review. Neuroimage. 2011;56(2):455–75.PubMedCrossRef
42.
go back to reference Vértes PE, Rittman T, Whitaker KJ, Romero-Garcia R, Váša F, Kitzbichler MG, Wagstyl K, Fonagy P, Dolan RJ, Jones PB, et al. Gene transcription profiles associated with inter-modular hubs and connection distance in human functional magnetic resonance imaging networks. Philos Trans R Soc Lond B Biol Sci. 2016;371(1705):20150362.PubMedPubMedCentralCrossRef Vértes PE, Rittman T, Whitaker KJ, Romero-Garcia R, Váša F, Kitzbichler MG, Wagstyl K, Fonagy P, Dolan RJ, Jones PB, et al. Gene transcription profiles associated with inter-modular hubs and connection distance in human functional magnetic resonance imaging networks. Philos Trans R Soc Lond B Biol Sci. 2016;371(1705):20150362.PubMedPubMedCentralCrossRef
43.
go back to reference Wu H, Wu C, Wu F, Zhan Q, Peng H, Wang J, Zhao J, Ning Y, Zheng Y, She S. Covariation between childhood-trauma related resting-state functional connectivity and affective temperaments is impaired in individuals with major depressive disorder. Neuroscience. 2021;453:102–12.PubMedCrossRef Wu H, Wu C, Wu F, Zhan Q, Peng H, Wang J, Zhao J, Ning Y, Zheng Y, She S. Covariation between childhood-trauma related resting-state functional connectivity and affective temperaments is impaired in individuals with major depressive disorder. Neuroscience. 2021;453:102–12.PubMedCrossRef
44.
go back to reference McIntosh AR, Lobaugh NJ. Partial least squares analysis of neuroimaging data: applications and advances. Neuroimage. 2004;23(Suppl 1):S250-263.PubMedCrossRef McIntosh AR, Lobaugh NJ. Partial least squares analysis of neuroimaging data: applications and advances. Neuroimage. 2004;23(Suppl 1):S250-263.PubMedCrossRef
45.
go back to reference Dupuis K, Pichora-Fuller MK. Intelligibility of emotional speech in younger and older adults. Ear Hear. 2014;35(6):695–707.PubMedCrossRef Dupuis K, Pichora-Fuller MK. Intelligibility of emotional speech in younger and older adults. Ear Hear. 2014;35(6):695–707.PubMedCrossRef
46.
go back to reference Olano MA, Elizalde Acevedo B, Chambeaud N, Acuña A, Marcó M, Kochen S, Alba-Ferrara L. Emotional salience enhances intelligibility in adverse acoustic conditions. Neuropsychologia. 2020;147:107580.PubMedCrossRef Olano MA, Elizalde Acevedo B, Chambeaud N, Acuña A, Marcó M, Kochen S, Alba-Ferrara L. Emotional salience enhances intelligibility in adverse acoustic conditions. Neuropsychologia. 2020;147:107580.PubMedCrossRef
47.
go back to reference Teixeira JP, Oliveira C, Lopes C. Vocal acoustic analysis – jitter, shimmer and HNR parameters vocal acoustic analysis – jitter. Proc Technol. 2013;9:1112–22.CrossRef Teixeira JP, Oliveira C, Lopes C. Vocal acoustic analysis – jitter, shimmer and HNR parameters vocal acoustic analysis – jitter. Proc Technol. 2013;9:1112–22.CrossRef
48.
go back to reference Juslin PN, Laukka P. Communication of emotions in vocal expression and music performance: different channels, same code? Psychol Bull. 2003;129(5):770–814.PubMedCrossRef Juslin PN, Laukka P. Communication of emotions in vocal expression and music performance: different channels, same code? Psychol Bull. 2003;129(5):770–814.PubMedCrossRef
49.
go back to reference Pinheiro AP, Niznikiewicz M. Altered attentional processing of happy prosody in schizophrenia. Schizophr Res. 2019;206:217–24.PubMedCrossRef Pinheiro AP, Niznikiewicz M. Altered attentional processing of happy prosody in schizophrenia. Schizophr Res. 2019;206:217–24.PubMedCrossRef
50.
go back to reference Chaturvedi R, Kraus M, Keefe RSE. A new measure of authentic auditory emotion recognition: application to patients with schizophrenia. Schizophr Res. 2020;222:450–4.PubMedCrossRef Chaturvedi R, Kraus M, Keefe RSE. A new measure of authentic auditory emotion recognition: application to patients with schizophrenia. Schizophr Res. 2020;222:450–4.PubMedCrossRef
51.
go back to reference Tseng HH, Chen SH, Liu CM, Howes O, Huang YL, Hsieh MH, Liu CC, Shan JC, Lin YT, Hwu HG. Facial and prosodic emotion recognition deficits associate with specific clusters of psychotic symptoms in schizophrenia. PLoS One. 2013;8(6):e66571.PubMedPubMedCentralCrossRef Tseng HH, Chen SH, Liu CM, Howes O, Huang YL, Hsieh MH, Liu CC, Shan JC, Lin YT, Hwu HG. Facial and prosodic emotion recognition deficits associate with specific clusters of psychotic symptoms in schizophrenia. PLoS One. 2013;8(6):e66571.PubMedPubMedCentralCrossRef
52.
go back to reference Sui J, Adali T, Pearlson G, Yang H, Sponheim SR, White T, Calhoun VD. A CCA+ICA based model for multi-task brain imaging data fusion and its application to schizophrenia. Neuroimage. 2010;51(1):123–34.PubMedCrossRef Sui J, Adali T, Pearlson G, Yang H, Sponheim SR, White T, Calhoun VD. A CCA+ICA based model for multi-task brain imaging data fusion and its application to schizophrenia. Neuroimage. 2010;51(1):123–34.PubMedCrossRef
53.
go back to reference Beaton D, Dunlop J, Abdi H. Partial least squares correspondence analysis: a framework to simultaneously analyze behavioral and genetic data. Psychol Methods. 2016;21(4):621–51.PubMedCrossRef Beaton D, Dunlop J, Abdi H. Partial least squares correspondence analysis: a framework to simultaneously analyze behavioral and genetic data. Psychol Methods. 2016;21(4):621–51.PubMedCrossRef
54.
go back to reference Syeda WT, Wannan CMJ, Merritt AH, Raghava JM, Jayaram M, Velakoulis D, Kristensen TD, Soldatos RF, Tonissen S, Thomas N, et al. Cortico-cognition coupling in treatment resistant schizophrenia. Neuroimage Clin. 2022;35:103064.PubMedPubMedCentralCrossRef Syeda WT, Wannan CMJ, Merritt AH, Raghava JM, Jayaram M, Velakoulis D, Kristensen TD, Soldatos RF, Tonissen S, Thomas N, et al. Cortico-cognition coupling in treatment resistant schizophrenia. Neuroimage Clin. 2022;35:103064.PubMedPubMedCentralCrossRef
56.
go back to reference Kane JM, Agid O, Baldwin ML, Howes O, Lindenmayer JP, Marder S, Olfson M, Potkin SG, Correll CU. Clinical guidance on the identification and management of treatment-resistant schizophrenia. J Clin Psychiatry. 2019;80(2):18com12123.PubMedCrossRef Kane JM, Agid O, Baldwin ML, Howes O, Lindenmayer JP, Marder S, Olfson M, Potkin SG, Correll CU. Clinical guidance on the identification and management of treatment-resistant schizophrenia. J Clin Psychiatry. 2019;80(2):18com12123.PubMedCrossRef
Metadata
Title
Deficits in prosodic speech-in-noise recognition in schizophrenia patients and its association with psychiatric symptoms
Authors
Shenglin She
Bingyan Gong
Qiuhong Li
Yu Xia
Xiaohua Lu
Yi Liu
Huawang Wu
Chao Wu
Yingjun Zheng
Publication date
01-12-2024
Publisher
BioMed Central
Published in
BMC Psychiatry / Issue 1/2024
Electronic ISSN: 1471-244X
DOI
https://doi.org/10.1186/s12888-024-06065-8